Partner Researcher Manager
Mucong Ding, Chenghao Deng, Jocelyn Choo, Zichu Wu, Aakriti Agrawal, Avi Schwarzschild, Tianyi Zhou, Tom Goldstein, John Langford, A. Anandkumar, Furong Huang
NeurIPS 2024 | September 2024
Qiuyuan Huang, Naoki Wake, Bidipta Sarkar, Zane Durante, Ran Gong, Rohan Taori, Yusuke Noda, Demetri Terzopoulos, Noboru Kuno, Ade Famoti, Ashley J. Llorens, John Langford, Hoi Vo, Fei-Fei Li, Katsushi Ikeuchi, Jianfeng Gao
arXiv: 2403.00833 | February 2024
Ruijie Zheng, Yongyuan Liang, Xiyao Wang, Shuang Ma, Hal Daumé III, Huazhe Xu, John Langford, Praveen Palanisamy, Kalyan Shankar Basu, Furong Huang
ICML 2024 | February 2024
Anurag Koul, Shivakanth Sujit, Shaoru Chen, Ben Evans, Lili Wu, Byron Xu, Rajan Chari, Riashat Islam, Raihan Seraj, Yonathan Efroni, Lekan Molu, Miro Dudík, John Langford, Alex Lamb
ICML 2024 | November 2023
Akanksha Saran, Safoora Yousefi, Akshay Krishnamurthy, John Langford, Jordan Ash
ICML 2023 | March 2023
Tengyang Xie, Akanksha Saran, Dylan J Foster, Lekan P Molu, Ida Momennejad, Nan Jiang, Paul Mineiro, John Langford
NeurIPS 2022 | November 2022
Shengpu Tang, Felipe Vieira Frujeri, Dipendra Misra, Alex Lamb, John Langford, Paul Mineiro, Sebastian Kochman
NeurIPS 2022 Workshop | November 2022
Yinglun Zhu, Dylan Foster, John Langford, Paul Mineiro
2022 International Conference on Machine Learning | July 2022
Alberto Bietti, Chen-Yu Wei, Miro Dudík, John Langford, Steven Wu
ICML 2022 | July 2022
Yonathan Efroni, Dylan Foster, Dipendra Misra, Akshay Krishnamurthy, John Langford
2022 Conference on Learning Theory | May 2022
Yonathan Efroni, Dipendra Misra, Akshay Krishnamurthy, Alekh Agarwal, John Langford
ICLR 2022 | April 2022
Yonathan Efroni, Dipendra Misra, Akshay Krishnamurthy, Alekh Agarwal, John Langford
ICLR 2022 | October 2021
Qingyun Wu, Chi Wang, John Langford, Paul Mineiro, Marco Rossi
2021 International Conference on Machine Learning (ICML 2021) | July 2021
Tengyang Xie, John Langford, Paul Mineiro, Ida Momennejad
2021 International Conference on Machine Learning | July 2021
Dipendra Misra, Qinghua Li, Chi Jin, John Langford
2021 International Conference on Learning Representations | May 2021
Zakaria Mhammedi, Dylan J. Foster, Max Simchowitz, Dipendra Misra, Wen Sun, Akshay Krishnamurthy, Alexander Rakhlin, John Langford
Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS) 2020 | December 2020
Jayant Gupchup, Ashkan Aazami, Yaran Fan, Senja Filipi, Tom Finley, Scott Inglis, Marcus Asteborg, Luke Caroll, Rajan Chari, Markus Cozowicz, Vishak Gopal, Vinod Prakash, Sasikanth Bendapudi, Jack Gerrits, Eric Lau, Huazhou Liu, Marco Rossi, Dima Slobodianyk, Dmitri Birjukov, Matty Cooper, Nilesh Javar, Dmitriy Perednya, Sriram Srinivasan, John Langford, Ross Cutler, Johannes Gehrke
NeurIPS 2020 | December 2020
Nikos Karampatziakis, John Langford, Paul Mineiro
September 2020
Dipendra Misra, Mikael Henaff, Akshay Krishnamurthy, John Langford
ICML 2020 | July 2020
Justin Chan, Landon Cox, Dean Foster, Shyam Gollakota, Eric Horvitz, Joseph Jaeger, Sham Kakade, Tadayoshi Kohno, John Langford, Jonathan Larson, Puneet Sharma, Sudheesh Singanamalla, Jacob Sunshine, Stefano Tessaro
IEEE Data Engineering Bulletin | July 2020, Vol 43(2): pp. 15-35
Maryam Majzoubi, Chicheng Zhang, Rajan Chari, Akshay Krishnamurthy, John Langford, Aleksandrs Slivkins
NeurIPS 2020 | June 2020
Keyi Chen, John Langford, Francesca Orabona
June 2020
Justin Chan, Shyam Gollakota, Eric Horvitz, Joseph Jaeger, Sham Kakade, Tadayoshi Kohno, John Langford, Jonathan Larson, Sudheesh Singanamalla, Jacob Sunshine, Stefano Tessaro
April 2020
Vi Hart, Divya Siddarth, Bethan Cantrell, Lila Tretikov, Peter Eckersley, John Langford, Scott Leibrand, Sham Kakade, Steve Latta, Dana Lewis, Stefano Tessaro, E. Glen Weyl
Harvard Center for Ethics | April 2020
Jordan T. Ash, Chicheng Zhang, Akshay Krishnamurthy, John Langford, Alekh Agarwal
Eighth International Conference on Learning Representations (ICLR) | April 2020
Alekh Agarwal, John Langford, Chen-Yu Wei
March 2020
Hanzhang Hu, John Langford, Rich Caruana, Saurajit Mukherjee, Eric Horvitz, Debadeepta Dey
Thirty-third Conference on Neural Information Processing Systems (NeurIPS 2019) | December 2019
Akshay Krishnamurthy, John Langford, Aleksandrs Slivkins, Chicheng Zhang
Conference on Learning Theory | June 2019
Wen Sun, Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal, John Langford
Conference on Learning Theory | June 2019
Simon Du, Akshay Krishnamurthy, Nan Jiang, Alekh Agarwal, Miro Dudík, John Langford
International Conference on Machine Learning | June 2019
Akshay Krishnamurthy, Alekh Agarwal, Tzu-Kuo Huang, John Langford, Hal Daumé III
Journal of Machine Learning Research | April 2019
Hal Daumé III, Nikos Karampatziakis, John Langford, Paul Mineiro
ICML 2017 | April 2019
Wen Sun, Alina Beygelzimer, Hal Daumé III, John Langford, Paul Mineiro
February 2019
Chicheng Zhang, Alekh Agarwal, Hal Daumé III, John Langford, Sahand N Negahban
January 2019
Alberto Bietti, Alekh Agarwal, John Langford
December 2018
Christoph Dann, Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal, John Langford, Robert E. Schapire
Advances in Neural Information Processing Systems | December 2018
Wen Sun, Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal, John Langford
November 2018
Furon Huang, Jordan Ash, John Langford, Robert E. Schapire
ICML 2018 | July 2018
Wen Sun, Alina Beygelzimer, Hal Daumé III, John Langford, Paul Mineiro
July 2018
Haipeng Luo, Chen-Yu Wei, Alekh Agarwal, John Langford
Conference on Learning Theory | June 2018
Conference on Learning Theory
Alberto Bietti, Alekh Agarwal, John Langford
May 2018
Alekh Agarwal, Alina Beygelzimer, Miroslav Dudik, John Langford, Hanna Wallach
FATML’17 | March 2018
Hal Daumé III, John Langford, Paul Mineiro, Amr Sharaf
ICLR 2018 Conference | February 2018
Adith Swaminathan, Akshay Krishnamurthy, Alekh Agarwal, Miro Dudík, John Langford, Damien Jose, Imed Zitouni
2017 Neural Information Processing Systems | December 2017
Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal, John Langford, Robert E. Schapire
International Conference on Machine Learning | August 2017
Dipendra Misra, John Langford, Yoav Artzi
July 2017
Alekh Agarwal, Akshay Krishnamurthy, John Langford, Haipeng Luo, Robert E. Schapire
Conference on Learning Theory | July 2017
Alekh Agarwal, Sarah Bird, Markus Cozowicz, Luong Hoang, John Langford, Stephen Lee, Jiaji Li, Dan Melamed, Gal Oshri, Oswaldo Ribas, Siddhartha Sen, Aleksandrs Slivkins
May 2017
Haipeng Luo, Alekh Agarwal, Nicolo Cesa-Bianchi, John Langford
Advances in Neural Information Processing Systems 29 (NIPS 2016) | December 2016
Advances in Neural Information Processing Systems 29 (NIPS 2016)
Akshay Krishnamurthy, Alekh Agarwal, John Langford
Advances in Neural Information Processing Systems | December 2016
Alina Beygelzimer, Daniel Hsu, John Langford, Chicheng Zhang
NIPS 2016 | December 2016
Alekh Agarwal, Sarah Bird, Markus Cozowicz, Luong Hoang, John Langford, Stephen Lee, Jiaji Li, Dan Melamed, Gal Oshri, Oswaldo Ribas, Siddhartha Sen, Aleksandrs Slivkins
ArXiv preprint | June 2016
Kai-Wei Chang, He He, Hal Daumé III, John Langford, Stephane Ross
June 2016
Alina Beygelzimer, John Langford
April 2016
Dean P Foster, John Langford, Gabe Perez-Giz
IOP Science | February 2016
Tzu-Kuo Huang, Alekh Agarwal, Daniel Hsu, John Langford, Robert E. Schapire
Advances in Neural Information Processing Systems 28 (NIPS 2015) | December 2015
Anna Choromanska, John Langford
NIPS 2015 | December 2015
Kai-Wei Chang, Akshay Krishnamurthy, Alekh Agarwal, Hal Daumé III, John Langford
International Conference on Machine Learning | July 2015
International Conference on Machine Learning
Kai-Wei Chang, Akshay Krishnamurthy, Alekh Agarwal, John Langford, Hal Daumé III
International Conference on Machine Learning | July 2015
Kai-Wei Chang, He He, Hal Daumé III, John Langford
May 2015
Alina Beygelzimer, Hal Daumé III, John Langford, Paul Mineiro
February 2015
Miro Dudík, Dumitru Erhan, John Langford, Lihong Li
Statistical Science | November 2014
Alekh Agarwal, Alina Beygelzimer, John Langford, Daniel Hsu, Matus Telgarsky
Advances in Neural Information Processing Systems 27 (NIPS 2014) | October 2014
Alina Beygelzimer, John Langford, Yuri Lifshits, Gregory Sorkin, Alex Strehl
Twenty-Fifth Conference on Uncertainty in Artificial Intelligence | August 2014
See related paper from June 2009
Stephane Ross, Paul Mineiro, John Langford
Twenty-Ninth Conference on Uncertainty in Artificial Intelligence2013 | August 2014
Alekh Agarwal, Daniel Hsu, Satyen Kale, John Langford, Lihong Li, Robert E. Schapire
The 31st International Conference on Machine Learning (ICML 2014) | June 2014
Jennifer Wortman Vaughan, Yiling Chen, Daniel Reeves, David Pennock, Nicolas S. Lambert, John Langford, Yoav Shoham
Journal of Economic Theory | March 2014, Vol 156: pp. 389-416
Alekh Agarwal, Daniel Hus, Satyen Kale, John Langford, Lihong Li, Robert E. Schapire
MSR-TR-2014-33 | February 2014
Zhen Qin, Vaclav Petricek, Nikos Karampatziakis, Lihong Li, John Langford (jcl)
MSR-TR-2013-132 | December 2013
Published by Microsoft
Presented at the Big Learning Workshop at the 2013 Neural Information Processing Systems Conference.
Alekh Agarwal, Leon Bottou, Miroslav Dudik, John Langford
October 2013
Alekh Agarwal, Olivier Chapelle, Miro Dudík, John Langford
July 2013
Miroslav Dudik, Dumitru Erhan, John Langford, Lihong Li
Twenty-Eighth Conference on Uncertainty in Artificial Intelligence | October 2012
Alina Beygelzimer, John Langford, David Pennock
June 2012
John Langford, Roberto Oliveira, Bianca Zadrozny
Twenty-Second Conference on Uncertainty in Artificial Intelligence | June 2012
Lihong Li, Wei Chu, John Langford, Xuanhui Wang
WSDM 2011 conference | March 2012
Alina Beygelzimer, John Langford, Lihong Li, Lev Reyzin, Robert E. Schapire
AISTATS 2011 | October 2011
Nikos Karampatziakis, John Langford, Miroslav Dudik, Lev Reyzin, Tong Zhang, Miro Dudík
Proceedings of the 27th Conference on Uncertainty in Artificial Intelligence (UAI-11) | July 2011
Miro Dudík, John Langford, Lihong Li
ICML 2011 | June 2011
Nikos Karampatziakis, John Langford
June 2011
Daniel Hsu, Nikos Karampatziakis, John Langford, Alex J. Smola
March 2011
Alina Beygelzimer, Daniel Hsu, John Langford, Tong Zhang
June 2010
Alex Strehl, John Langford, Sham Kakade
June 2010
Lihong Li, Wei Chu, John Langford, Robert E. Schapire
WWW 2010 | March 2010
2023 Seoul Test of Time Award
Alina Beygelzimer, John Langford, Pradeep Ravikumar
February 2010
John Langford, Alexander J. Smola, Martin Zinkevich
NIPS 2009 | November 2009
Extended version of conference paper - NIPS 2009
Hal Daumé III, John Langford, Daniel Marcu
Machine learning Journal | July 2009, (2009)
Daniel Hsu, Sham M. Kakade, John Langford, Tong Zhang
June 2009
John Langford, Ruslan Salakhutdinov, Tong Zhang
June 2009
Alina Beygelzimer, Sanjoy Dasgupta, John Langford
May 2009
John Langford, Lihong Li, Tong Zhang
July 2008
Nicolas Lambert, John Langford, Jennifer Wortman Vaughan, Yiling Chen, Daniel Reeves, Yoav Shoham, David Pennock
Ninth ACM Conference on Electronic Commerce (EC) | January 2008
John Langford, Tong Zhang
NIPS 2007 | December 2007
Peter Grunwald, John Langford
Computational Learning Theory 2004 | June 2004
This is a slightly longer version of the paper at COLT 2004, containing tow extra pages of discussion of the main results.
September 2001
Miro Dudík, Satyen Kale, John Langford, Alekh Agarwal, Robert E. Schapire
Proceedings of the 15th International Conference on Artificial Intelligence and Statistics (AISTATS-12) | January 2000
Ashwinkumar Badanidiyuru, John Langford, Aleksandrs Slivkins
27th Conf. on Learning Theory (COLT) | January 2000
Avrim Blum, Adam Tauman Kalai, John Langford
COLT '99 Proceedings of the twelfth annual conference on Computational learning theory | July 1999
ISBN: 1-58113-167-4
September 2001
Ashwinkumar Badanidiyuru, John Langford, Aleksandrs Slivkins
27th Conf. on Learning Theory (COLT) | January 2000
Miro Dudík, Satyen Kale, John Langford, Alekh Agarwal, Robert E. Schapire
Proceedings of the 15th International Conference on Artificial Intelligence and Statistics (AISTATS-12) | January 2000
Mucong Ding, Chenghao Deng, Jocelyn Choo, Zichu Wu, Aakriti Agrawal, Avi Schwarzschild, Tianyi Zhou, Tom Goldstein, John Langford, A. Anandkumar, Furong Huang
NeurIPS 2024 | September 2024
Qiuyuan Huang, Naoki Wake, Bidipta Sarkar, Zane Durante, Ran Gong, Rohan Taori, Yusuke Noda, Demetri Terzopoulos, Noboru Kuno, Ade Famoti, Ashley J. Llorens, John Langford, Hoi Vo, Fei-Fei Li, Katsushi Ikeuchi, Jianfeng Gao
arXiv: 2403.00833 | February 2024
Ruijie Zheng, Yongyuan Liang, Xiyao Wang, Shuang Ma, Hal Daumé III, Huazhe Xu, John Langford, Praveen Palanisamy, Kalyan Shankar Basu, Furong Huang
ICML 2024 | February 2024
Anurag Koul, Shivakanth Sujit, Shaoru Chen, Ben Evans, Lili Wu, Byron Xu, Rajan Chari, Riashat Islam, Raihan Seraj, Yonathan Efroni, Lekan Molu, Miro Dudík, John Langford, Alex Lamb
ICML 2024 | November 2023
Akanksha Saran, Safoora Yousefi, Akshay Krishnamurthy, John Langford, Jordan Ash
ICML 2023 | March 2023
Tengyang Xie, Akanksha Saran, Dylan J Foster, Lekan P Molu, Ida Momennejad, Nan Jiang, Paul Mineiro, John Langford
NeurIPS 2022 | November 2022
Shengpu Tang, Felipe Vieira Frujeri, Dipendra Misra, Alex Lamb, John Langford, Paul Mineiro, Sebastian Kochman
NeurIPS 2022 Workshop | November 2022
Yinglun Zhu, Dylan Foster, John Langford, Paul Mineiro
2022 International Conference on Machine Learning | July 2022
Alberto Bietti, Chen-Yu Wei, Miro Dudík, John Langford, Steven Wu
ICML 2022 | July 2022
Yonathan Efroni, Dylan Foster, Dipendra Misra, Akshay Krishnamurthy, John Langford
2022 Conference on Learning Theory | May 2022
Yonathan Efroni, Dipendra Misra, Akshay Krishnamurthy, Alekh Agarwal, John Langford
ICLR 2022 | April 2022
Yonathan Efroni, Dipendra Misra, Akshay Krishnamurthy, Alekh Agarwal, John Langford
ICLR 2022 | October 2021
Tengyang Xie, John Langford, Paul Mineiro, Ida Momennejad
2021 International Conference on Machine Learning | July 2021
Qingyun Wu, Chi Wang, John Langford, Paul Mineiro, Marco Rossi
2021 International Conference on Machine Learning (ICML 2021) | July 2021
Dipendra Misra, Qinghua Li, Chi Jin, John Langford
2021 International Conference on Learning Representations | May 2021
Jayant Gupchup, Ashkan Aazami, Yaran Fan, Senja Filipi, Tom Finley, Scott Inglis, Marcus Asteborg, Luke Caroll, Rajan Chari, Markus Cozowicz, Vishak Gopal, Vinod Prakash, Sasikanth Bendapudi, Jack Gerrits, Eric Lau, Huazhou Liu, Marco Rossi, Dima Slobodianyk, Dmitri Birjukov, Matty Cooper, Nilesh Javar, Dmitriy Perednya, Sriram Srinivasan, John Langford, Ross Cutler, Johannes Gehrke
NeurIPS 2020 | December 2020
Zakaria Mhammedi, Dylan J. Foster, Max Simchowitz, Dipendra Misra, Wen Sun, Akshay Krishnamurthy, Alexander Rakhlin, John Langford
Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS) 2020 | December 2020
Nikos Karampatziakis, John Langford, Paul Mineiro
September 2020
Dipendra Misra, Mikael Henaff, Akshay Krishnamurthy, John Langford
ICML 2020 | July 2020
Maryam Majzoubi, Chicheng Zhang, Rajan Chari, Akshay Krishnamurthy, John Langford, Aleksandrs Slivkins
NeurIPS 2020 | June 2020
Keyi Chen, John Langford, Francesca Orabona
June 2020
Justin Chan, Shyam Gollakota, Eric Horvitz, Joseph Jaeger, Sham Kakade, Tadayoshi Kohno, John Langford, Jonathan Larson, Sudheesh Singanamalla, Jacob Sunshine, Stefano Tessaro
April 2020
Jordan T. Ash, Chicheng Zhang, Akshay Krishnamurthy, John Langford, Alekh Agarwal
Eighth International Conference on Learning Representations (ICLR) | April 2020
Alekh Agarwal, John Langford, Chen-Yu Wei
March 2020
Hanzhang Hu, John Langford, Rich Caruana, Saurajit Mukherjee, Eric Horvitz, Debadeepta Dey
Thirty-third Conference on Neural Information Processing Systems (NeurIPS 2019) | December 2019
Akshay Krishnamurthy, John Langford, Aleksandrs Slivkins, Chicheng Zhang
Conference on Learning Theory | June 2019
Wen Sun, Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal, John Langford
Conference on Learning Theory | June 2019
Simon Du, Akshay Krishnamurthy, Nan Jiang, Alekh Agarwal, Miro Dudík, John Langford
International Conference on Machine Learning | June 2019
Hal Daumé III, Nikos Karampatziakis, John Langford, Paul Mineiro
ICML 2017 | April 2019
Akshay Krishnamurthy, Alekh Agarwal, Tzu-Kuo Huang, John Langford, Hal Daumé III
Journal of Machine Learning Research | April 2019
Wen Sun, Alina Beygelzimer, Hal Daumé III, John Langford, Paul Mineiro
February 2019
Chicheng Zhang, Alekh Agarwal, Hal Daumé III, John Langford, Sahand N Negahban
January 2019
Alberto Bietti, Alekh Agarwal, John Langford
December 2018
Christoph Dann, Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal, John Langford, Robert E. Schapire
Advances in Neural Information Processing Systems | December 2018
Wen Sun, Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal, John Langford
November 2018
Furon Huang, Jordan Ash, John Langford, Robert E. Schapire
ICML 2018 | July 2018
Wen Sun, Alina Beygelzimer, Hal Daumé III, John Langford, Paul Mineiro
July 2018
Haipeng Luo, Chen-Yu Wei, Alekh Agarwal, John Langford
Conference on Learning Theory | June 2018
Conference on Learning Theory
Alberto Bietti, Alekh Agarwal, John Langford
May 2018
Alekh Agarwal, Alina Beygelzimer, Miroslav Dudik, John Langford, Hanna Wallach
FATML’17 | March 2018
Hal Daumé III, John Langford, Paul Mineiro, Amr Sharaf
ICLR 2018 Conference | February 2018
Adith Swaminathan, Akshay Krishnamurthy, Alekh Agarwal, Miro Dudík, John Langford, Damien Jose, Imed Zitouni
2017 Neural Information Processing Systems | December 2017
Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal, John Langford, Robert E. Schapire
International Conference on Machine Learning | August 2017
Dipendra Misra, John Langford, Yoav Artzi
July 2017
Alekh Agarwal, Akshay Krishnamurthy, John Langford, Haipeng Luo, Robert E. Schapire
Conference on Learning Theory | July 2017
Alekh Agarwal, Sarah Bird, Markus Cozowicz, Luong Hoang, John Langford, Stephen Lee, Jiaji Li, Dan Melamed, Gal Oshri, Oswaldo Ribas, Siddhartha Sen, Aleksandrs Slivkins
May 2017
Alina Beygelzimer, Daniel Hsu, John Langford, Chicheng Zhang
NIPS 2016 | December 2016
Akshay Krishnamurthy, Alekh Agarwal, John Langford
Advances in Neural Information Processing Systems | December 2016
Haipeng Luo, Alekh Agarwal, Nicolo Cesa-Bianchi, John Langford
Advances in Neural Information Processing Systems 29 (NIPS 2016) | December 2016
Advances in Neural Information Processing Systems 29 (NIPS 2016)
Alekh Agarwal, Sarah Bird, Markus Cozowicz, Luong Hoang, John Langford, Stephen Lee, Jiaji Li, Dan Melamed, Gal Oshri, Oswaldo Ribas, Siddhartha Sen, Aleksandrs Slivkins
ArXiv preprint | June 2016
Kai-Wei Chang, He He, Hal Daumé III, John Langford, Stephane Ross
June 2016
Alina Beygelzimer, John Langford
April 2016
Dean P Foster, John Langford, Gabe Perez-Giz
IOP Science | February 2016
Anna Choromanska, John Langford
NIPS 2015 | December 2015
Tzu-Kuo Huang, Alekh Agarwal, Daniel Hsu, John Langford, Robert E. Schapire
Advances in Neural Information Processing Systems 28 (NIPS 2015) | December 2015
Kai-Wei Chang, Akshay Krishnamurthy, Alekh Agarwal, Hal Daumé III, John Langford
International Conference on Machine Learning | July 2015
International Conference on Machine Learning
Kai-Wei Chang, Akshay Krishnamurthy, Alekh Agarwal, John Langford, Hal Daumé III
International Conference on Machine Learning | July 2015
Kai-Wei Chang, He He, Hal Daumé III, John Langford
May 2015
Alina Beygelzimer, Hal Daumé III, John Langford, Paul Mineiro
February 2015
Miro Dudík, Dumitru Erhan, John Langford, Lihong Li
Statistical Science | November 2014
Alekh Agarwal, Alina Beygelzimer, John Langford, Daniel Hsu, Matus Telgarsky
Advances in Neural Information Processing Systems 27 (NIPS 2014) | October 2014
Alina Beygelzimer, John Langford, Yuri Lifshits, Gregory Sorkin, Alex Strehl
Twenty-Fifth Conference on Uncertainty in Artificial Intelligence | August 2014
See related paper from June 2009
Stephane Ross, Paul Mineiro, John Langford
Twenty-Ninth Conference on Uncertainty in Artificial Intelligence2013 | August 2014
Alekh Agarwal, Daniel Hsu, Satyen Kale, John Langford, Lihong Li, Robert E. Schapire
The 31st International Conference on Machine Learning (ICML 2014) | June 2014
Jennifer Wortman Vaughan, Yiling Chen, Daniel Reeves, David Pennock, Nicolas S. Lambert, John Langford, Yoav Shoham
Journal of Economic Theory | March 2014, Vol 156: pp. 389-416
Alekh Agarwal, Daniel Hus, Satyen Kale, John Langford, Lihong Li, Robert E. Schapire
MSR-TR-2014-33 | February 2014
Zhen Qin, Vaclav Petricek, Nikos Karampatziakis, Lihong Li, John Langford (jcl)
MSR-TR-2013-132 | December 2013
Published by Microsoft
Presented at the Big Learning Workshop at the 2013 Neural Information Processing Systems Conference.
Alekh Agarwal, Leon Bottou, Miroslav Dudik, John Langford
October 2013
Alekh Agarwal, Olivier Chapelle, Miro Dudík, John Langford
July 2013
Miroslav Dudik, Dumitru Erhan, John Langford, Lihong Li
Twenty-Eighth Conference on Uncertainty in Artificial Intelligence | October 2012
Alina Beygelzimer, John Langford, David Pennock
June 2012
John Langford, Roberto Oliveira, Bianca Zadrozny
Twenty-Second Conference on Uncertainty in Artificial Intelligence | June 2012
Lihong Li, Wei Chu, John Langford, Xuanhui Wang
WSDM 2011 conference | March 2012
Alina Beygelzimer, John Langford, Lihong Li, Lev Reyzin, Robert E. Schapire
AISTATS 2011 | October 2011
Nikos Karampatziakis, John Langford, Miroslav Dudik, Lev Reyzin, Tong Zhang, Miro Dudík
Proceedings of the 27th Conference on Uncertainty in Artificial Intelligence (UAI-11) | July 2011
Miro Dudík, John Langford, Lihong Li
ICML 2011 | June 2011
Nikos Karampatziakis, John Langford
June 2011
Daniel Hsu, Nikos Karampatziakis, John Langford, Alex J. Smola
March 2011
Alex Strehl, John Langford, Sham Kakade
June 2010
Alina Beygelzimer, Daniel Hsu, John Langford, Tong Zhang
June 2010
Lihong Li, Wei Chu, John Langford, Robert E. Schapire
WWW 2010 | March 2010
2023 Seoul Test of Time Award
Alina Beygelzimer, John Langford, Pradeep Ravikumar
February 2010
John Langford, Alexander J. Smola, Martin Zinkevich
NIPS 2009 | November 2009
Extended version of conference paper - NIPS 2009
Hal Daumé III, John Langford, Daniel Marcu
Machine learning Journal | July 2009, (2009)
Daniel Hsu, Sham M. Kakade, John Langford, Tong Zhang
June 2009
John Langford, Ruslan Salakhutdinov, Tong Zhang
June 2009
Alina Beygelzimer, Sanjoy Dasgupta, John Langford
May 2009
John Langford, Lihong Li, Tong Zhang
July 2008
John Langford, Tong Zhang
NIPS 2007 | December 2007
Peter Grunwald, John Langford
Computational Learning Theory 2004 | June 2004
This is a slightly longer version of the paper at COLT 2004, containing tow extra pages of discussion of the main results.
Qiuyuan Huang, Naoki Wake, Bidipta Sarkar, Zane Durante, Ran Gong, Rohan Taori, Yusuke Noda, Demetri Terzopoulos, Noboru Kuno, Ade Famoti, Ashley J. Llorens, John Langford, Hoi Vo, Fei-Fei Li, Katsushi Ikeuchi, Jianfeng Gao
arXiv: 2403.00833 | February 2024
Qiuyuan Huang, Naoki Wake, Bidipta Sarkar, Zane Durante, Ran Gong, Rohan Taori, Yusuke Noda, Demetri Terzopoulos, Noboru Kuno, Ade Famoti, Ashley J. Llorens, John Langford, Hoi Vo, Fei-Fei Li, Katsushi Ikeuchi, Jianfeng Gao
arXiv: 2403.00833 | February 2024
Nicolas Lambert, John Langford, Jennifer Wortman Vaughan, Yiling Chen, Daniel Reeves, Yoav Shoham, David Pennock
Ninth ACM Conference on Electronic Commerce (EC) | January 2008
Ashwinkumar Badanidiyuru, John Langford, Aleksandrs Slivkins
27th Conf. on Learning Theory (COLT) | January 2000
Avrim Blum, Adam Tauman Kalai, John Langford
COLT '99 Proceedings of the twelfth annual conference on Computational learning theory | July 1999
ISBN: 1-58113-167-4
Qingyun Wu, Chi Wang, John Langford, Paul Mineiro, Marco Rossi
2021 International Conference on Machine Learning (ICML 2021) | July 2021
Jordan T. Ash, Chicheng Zhang, Akshay Krishnamurthy, John Langford, Alekh Agarwal
Eighth International Conference on Learning Representations (ICLR) | April 2020
Alina Beygelzimer, John Langford, Yuri Lifshits, Gregory Sorkin, Alex Strehl
Twenty-Fifth Conference on Uncertainty in Artificial Intelligence | August 2014
See related paper from June 2009
Stephane Ross, Paul Mineiro, John Langford
Twenty-Ninth Conference on Uncertainty in Artificial Intelligence2013 | August 2014
Vi Hart, Divya Siddarth, Bethan Cantrell, Lila Tretikov, Peter Eckersley, John Langford, Scott Leibrand, Sham Kakade, Steve Latta, Dana Lewis, Stefano Tessaro, E. Glen Weyl
Harvard Center for Ethics | April 2020
Vi Hart, Divya Siddarth, Bethan Cantrell, Lila Tretikov, Peter Eckersley, John Langford, Scott Leibrand, Sham Kakade, Steve Latta, Dana Lewis, Stefano Tessaro, E. Glen Weyl
Harvard Center for Ethics | April 2020
Justin Chan, Landon Cox, Dean Foster, Shyam Gollakota, Eric Horvitz, Joseph Jaeger, Sham Kakade, Tadayoshi Kohno, John Langford, Jonathan Larson, Puneet Sharma, Sudheesh Singanamalla, Jacob Sunshine, Stefano Tessaro
IEEE Data Engineering Bulletin | July 2020, Vol 43(2): pp. 15-35
Justin Chan, Shyam Gollakota, Eric Horvitz, Joseph Jaeger, Sham Kakade, Tadayoshi Kohno, John Langford, Jonathan Larson, Sudheesh Singanamalla, Jacob Sunshine, Stefano Tessaro
April 2020
Vi Hart, Divya Siddarth, Bethan Cantrell, Lila Tretikov, Peter Eckersley, John Langford, Scott Leibrand, Sham Kakade, Steve Latta, Dana Lewis, Stefano Tessaro, E. Glen Weyl
Harvard Center for Ethics | April 2020
Jayant Gupchup, Ashkan Aazami, Yaran Fan, Senja Filipi, Tom Finley, Scott Inglis, Marcus Asteborg, Luke Caroll, Rajan Chari, Markus Cozowicz, Vishak Gopal, Vinod Prakash, Sasikanth Bendapudi, Jack Gerrits, Eric Lau, Huazhou Liu, Marco Rossi, Dima Slobodianyk, Dmitri Birjukov, Matty Cooper, Nilesh Javar, Dmitriy Perednya, Sriram Srinivasan, John Langford, Ross Cutler, Johannes Gehrke
NeurIPS 2020 | December 2020
Zakaria Mhammedi, Dylan J. Foster, Max Simchowitz, Dipendra Misra, Wen Sun, Akshay Krishnamurthy, Alexander Rakhlin, John Langford
Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS) 2020 | December 2020
Peter Grunwald, John Langford
Computational Learning Theory 2004 | June 2004
This is a slightly longer version of the paper at COLT 2004, containing tow extra pages of discussion of the main results.
September 2001
Hanzhang Hu, John Langford, Rich Caruana, Saurajit Mukherjee, Eric Horvitz, Debadeepta Dey
Thirty-third Conference on Neural Information Processing Systems (NeurIPS 2019) | December 2019
Adith Swaminathan, Akshay Krishnamurthy, Alekh Agarwal, Miro Dudík, John Langford, Damien Jose, Imed Zitouni
2017 Neural Information Processing Systems | December 2017
Ashwinkumar Badanidiyuru, John Langford, Aleksandrs Slivkins
27th Conf. on Learning Theory (COLT) | January 2000
Jennifer Wortman Vaughan, Yiling Chen, Daniel Reeves, David Pennock, Nicolas S. Lambert, John Langford, Yoav Shoham
Journal of Economic Theory | March 2014, Vol 156: pp. 389-416
Ashwinkumar Badanidiyuru, John Langford, Aleksandrs Slivkins
27th Conf. on Learning Theory (COLT) | January 2000
Miro Dudík, Satyen Kale, John Langford, Alekh Agarwal, Robert E. Schapire
Proceedings of the 15th International Conference on Artificial Intelligence and Statistics (AISTATS-12) | January 2000
Avrim Blum, Adam Tauman Kalai, John Langford
COLT '99 Proceedings of the twelfth annual conference on Computational learning theory | July 1999
ISBN: 1-58113-167-4
Mucong Ding, Chenghao Deng, Jocelyn Choo, Zichu Wu, Aakriti Agrawal, Avi Schwarzschild, Tianyi Zhou, Tom Goldstein, John Langford, A. Anandkumar, Furong Huang
NeurIPS 2024 | September 2024
Qiuyuan Huang, Naoki Wake, Bidipta Sarkar, Zane Durante, Ran Gong, Rohan Taori, Yusuke Noda, Demetri Terzopoulos, Noboru Kuno, Ade Famoti, Ashley J. Llorens, John Langford, Hoi Vo, Fei-Fei Li, Katsushi Ikeuchi, Jianfeng Gao
arXiv: 2403.00833 | February 2024
Ruijie Zheng, Yongyuan Liang, Xiyao Wang, Shuang Ma, Hal Daumé III, Huazhe Xu, John Langford, Praveen Palanisamy, Kalyan Shankar Basu, Furong Huang
ICML 2024 | February 2024
Anurag Koul, Shivakanth Sujit, Shaoru Chen, Ben Evans, Lili Wu, Byron Xu, Rajan Chari, Riashat Islam, Raihan Seraj, Yonathan Efroni, Lekan Molu, Miro Dudík, John Langford, Alex Lamb
ICML 2024 | November 2023
Akanksha Saran, Safoora Yousefi, Akshay Krishnamurthy, John Langford, Jordan Ash
ICML 2023 | March 2023
Tengyang Xie, Akanksha Saran, Dylan J Foster, Lekan P Molu, Ida Momennejad, Nan Jiang, Paul Mineiro, John Langford
NeurIPS 2022 | November 2022
Shengpu Tang, Felipe Vieira Frujeri, Dipendra Misra, Alex Lamb, John Langford, Paul Mineiro, Sebastian Kochman
NeurIPS 2022 Workshop | November 2022
Yinglun Zhu, Dylan Foster, John Langford, Paul Mineiro
2022 International Conference on Machine Learning | July 2022
Alberto Bietti, Chen-Yu Wei, Miro Dudík, John Langford, Steven Wu
ICML 2022 | July 2022
Yonathan Efroni, Dylan Foster, Dipendra Misra, Akshay Krishnamurthy, John Langford
2022 Conference on Learning Theory | May 2022
Yonathan Efroni, Dipendra Misra, Akshay Krishnamurthy, Alekh Agarwal, John Langford
ICLR 2022 | April 2022
Yonathan Efroni, Dipendra Misra, Akshay Krishnamurthy, Alekh Agarwal, John Langford
ICLR 2022 | October 2021
Tengyang Xie, John Langford, Paul Mineiro, Ida Momennejad
2021 International Conference on Machine Learning | July 2021
Qingyun Wu, Chi Wang, John Langford, Paul Mineiro, Marco Rossi
2021 International Conference on Machine Learning (ICML 2021) | July 2021
Dipendra Misra, Qinghua Li, Chi Jin, John Langford
2021 International Conference on Learning Representations | May 2021
Jayant Gupchup, Ashkan Aazami, Yaran Fan, Senja Filipi, Tom Finley, Scott Inglis, Marcus Asteborg, Luke Caroll, Rajan Chari, Markus Cozowicz, Vishak Gopal, Vinod Prakash, Sasikanth Bendapudi, Jack Gerrits, Eric Lau, Huazhou Liu, Marco Rossi, Dima Slobodianyk, Dmitri Birjukov, Matty Cooper, Nilesh Javar, Dmitriy Perednya, Sriram Srinivasan, John Langford, Ross Cutler, Johannes Gehrke
NeurIPS 2020 | December 2020
Zakaria Mhammedi, Dylan J. Foster, Max Simchowitz, Dipendra Misra, Wen Sun, Akshay Krishnamurthy, Alexander Rakhlin, John Langford
Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS) 2020 | December 2020
Dipendra Misra, Mikael Henaff, Akshay Krishnamurthy, John Langford
ICML 2020 | July 2020
Maryam Majzoubi, Chicheng Zhang, Rajan Chari, Akshay Krishnamurthy, John Langford, Aleksandrs Slivkins
NeurIPS 2020 | June 2020
Jordan T. Ash, Chicheng Zhang, Akshay Krishnamurthy, John Langford, Alekh Agarwal
Eighth International Conference on Learning Representations (ICLR) | April 2020
Hanzhang Hu, John Langford, Rich Caruana, Saurajit Mukherjee, Eric Horvitz, Debadeepta Dey
Thirty-third Conference on Neural Information Processing Systems (NeurIPS 2019) | December 2019
Akshay Krishnamurthy, John Langford, Aleksandrs Slivkins, Chicheng Zhang
Conference on Learning Theory | June 2019
Wen Sun, Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal, John Langford
Conference on Learning Theory | June 2019
Simon Du, Akshay Krishnamurthy, Nan Jiang, Alekh Agarwal, Miro Dudík, John Langford
International Conference on Machine Learning | June 2019
Hal Daumé III, Nikos Karampatziakis, John Langford, Paul Mineiro
ICML 2017 | April 2019
Christoph Dann, Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal, John Langford, Robert E. Schapire
Advances in Neural Information Processing Systems | December 2018
Furon Huang, Jordan Ash, John Langford, Robert E. Schapire
ICML 2018 | July 2018
Haipeng Luo, Chen-Yu Wei, Alekh Agarwal, John Langford
Conference on Learning Theory | June 2018
Conference on Learning Theory
Alekh Agarwal, Alina Beygelzimer, Miroslav Dudik, John Langford, Hanna Wallach
FATML’17 | March 2018
Hal Daumé III, John Langford, Paul Mineiro, Amr Sharaf
ICLR 2018 Conference | February 2018
Adith Swaminathan, Akshay Krishnamurthy, Alekh Agarwal, Miro Dudík, John Langford, Damien Jose, Imed Zitouni
2017 Neural Information Processing Systems | December 2017
Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal, John Langford, Robert E. Schapire
International Conference on Machine Learning | August 2017
Alekh Agarwal, Akshay Krishnamurthy, John Langford, Haipeng Luo, Robert E. Schapire
Conference on Learning Theory | July 2017
Alina Beygelzimer, Daniel Hsu, John Langford, Chicheng Zhang
NIPS 2016 | December 2016
Akshay Krishnamurthy, Alekh Agarwal, John Langford
Advances in Neural Information Processing Systems | December 2016
Haipeng Luo, Alekh Agarwal, Nicolo Cesa-Bianchi, John Langford
Advances in Neural Information Processing Systems 29 (NIPS 2016) | December 2016
Advances in Neural Information Processing Systems 29 (NIPS 2016)
Anna Choromanska, John Langford
NIPS 2015 | December 2015
Tzu-Kuo Huang, Alekh Agarwal, Daniel Hsu, John Langford, Robert E. Schapire
Advances in Neural Information Processing Systems 28 (NIPS 2015) | December 2015
Kai-Wei Chang, Akshay Krishnamurthy, Alekh Agarwal, Hal Daumé III, John Langford
International Conference on Machine Learning | July 2015
International Conference on Machine Learning
Kai-Wei Chang, Akshay Krishnamurthy, Alekh Agarwal, John Langford, Hal Daumé III
International Conference on Machine Learning | July 2015
Alekh Agarwal, Alina Beygelzimer, John Langford, Daniel Hsu, Matus Telgarsky
Advances in Neural Information Processing Systems 27 (NIPS 2014) | October 2014
Alina Beygelzimer, John Langford, Yuri Lifshits, Gregory Sorkin, Alex Strehl
Twenty-Fifth Conference on Uncertainty in Artificial Intelligence | August 2014
See related paper from June 2009
Stephane Ross, Paul Mineiro, John Langford
Twenty-Ninth Conference on Uncertainty in Artificial Intelligence2013 | August 2014
Alekh Agarwal, Daniel Hsu, Satyen Kale, John Langford, Lihong Li, Robert E. Schapire
The 31st International Conference on Machine Learning (ICML 2014) | June 2014
Miroslav Dudik, Dumitru Erhan, John Langford, Lihong Li
Twenty-Eighth Conference on Uncertainty in Artificial Intelligence | October 2012
John Langford, Roberto Oliveira, Bianca Zadrozny
Twenty-Second Conference on Uncertainty in Artificial Intelligence | June 2012
Lihong Li, Wei Chu, John Langford, Xuanhui Wang
WSDM 2011 conference | March 2012
Alina Beygelzimer, John Langford, Lihong Li, Lev Reyzin, Robert E. Schapire
AISTATS 2011 | October 2011
Nikos Karampatziakis, John Langford, Miroslav Dudik, Lev Reyzin, Tong Zhang, Miro Dudík
Proceedings of the 27th Conference on Uncertainty in Artificial Intelligence (UAI-11) | July 2011
Miro Dudík, John Langford, Lihong Li
ICML 2011 | June 2011
Lihong Li, Wei Chu, John Langford, Robert E. Schapire
WWW 2010 | March 2010
2023 Seoul Test of Time Award
John Langford, Alexander J. Smola, Martin Zinkevich
NIPS 2009 | November 2009
Extended version of conference paper - NIPS 2009
Nicolas Lambert, John Langford, Jennifer Wortman Vaughan, Yiling Chen, Daniel Reeves, Yoav Shoham, David Pennock
Ninth ACM Conference on Electronic Commerce (EC) | January 2008
John Langford, Tong Zhang
NIPS 2007 | December 2007
Peter Grunwald, John Langford
Computational Learning Theory 2004 | June 2004
This is a slightly longer version of the paper at COLT 2004, containing tow extra pages of discussion of the main results.
Justin Chan, Landon Cox, Dean Foster, Shyam Gollakota, Eric Horvitz, Joseph Jaeger, Sham Kakade, Tadayoshi Kohno, John Langford, Jonathan Larson, Puneet Sharma, Sudheesh Singanamalla, Jacob Sunshine, Stefano Tessaro
IEEE Data Engineering Bulletin | July 2020, Vol 43(2): pp. 15-35
Vi Hart, Divya Siddarth, Bethan Cantrell, Lila Tretikov, Peter Eckersley, John Langford, Scott Leibrand, Sham Kakade, Steve Latta, Dana Lewis, Stefano Tessaro, E. Glen Weyl
Harvard Center for Ethics | April 2020
Akshay Krishnamurthy, Alekh Agarwal, Tzu-Kuo Huang, John Langford, Hal Daumé III
Journal of Machine Learning Research | April 2019
Alekh Agarwal, Sarah Bird, Markus Cozowicz, Luong Hoang, John Langford, Stephen Lee, Jiaji Li, Dan Melamed, Gal Oshri, Oswaldo Ribas, Siddhartha Sen, Aleksandrs Slivkins
ArXiv preprint | June 2016
Dean P Foster, John Langford, Gabe Perez-Giz
IOP Science | February 2016
Miro Dudík, Dumitru Erhan, John Langford, Lihong Li
Statistical Science | November 2014
Jennifer Wortman Vaughan, Yiling Chen, Daniel Reeves, David Pennock, Nicolas S. Lambert, John Langford, Yoav Shoham
Journal of Economic Theory | March 2014, Vol 156: pp. 389-416
Hal Daumé III, John Langford, Daniel Marcu
Machine learning Journal | July 2009, (2009)
September 2001
Nikos Karampatziakis, John Langford, Paul Mineiro
September 2020
Keyi Chen, John Langford, Francesca Orabona
June 2020
Justin Chan, Shyam Gollakota, Eric Horvitz, Joseph Jaeger, Sham Kakade, Tadayoshi Kohno, John Langford, Jonathan Larson, Sudheesh Singanamalla, Jacob Sunshine, Stefano Tessaro
April 2020
Alekh Agarwal, John Langford, Chen-Yu Wei
March 2020
Wen Sun, Alina Beygelzimer, Hal Daumé III, John Langford, Paul Mineiro
February 2019
Chicheng Zhang, Alekh Agarwal, Hal Daumé III, John Langford, Sahand N Negahban
January 2019
Alberto Bietti, Alekh Agarwal, John Langford
December 2018
Wen Sun, Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal, John Langford
November 2018
Wen Sun, Alina Beygelzimer, Hal Daumé III, John Langford, Paul Mineiro
July 2018
Alberto Bietti, Alekh Agarwal, John Langford
May 2018
Dipendra Misra, John Langford, Yoav Artzi
July 2017
Alekh Agarwal, Sarah Bird, Markus Cozowicz, Luong Hoang, John Langford, Stephen Lee, Jiaji Li, Dan Melamed, Gal Oshri, Oswaldo Ribas, Siddhartha Sen, Aleksandrs Slivkins
May 2017
Kai-Wei Chang, He He, Hal Daumé III, John Langford, Stephane Ross
June 2016
Alina Beygelzimer, John Langford
April 2016
Kai-Wei Chang, He He, Hal Daumé III, John Langford
May 2015
Alina Beygelzimer, Hal Daumé III, John Langford, Paul Mineiro
February 2015
Alekh Agarwal, Leon Bottou, Miroslav Dudik, John Langford
October 2013
Alekh Agarwal, Olivier Chapelle, Miro Dudík, John Langford
July 2013
Alina Beygelzimer, John Langford, David Pennock
June 2012
Nikos Karampatziakis, John Langford
June 2011
Daniel Hsu, Nikos Karampatziakis, John Langford, Alex J. Smola
March 2011
Alex Strehl, John Langford, Sham Kakade
June 2010
Alina Beygelzimer, Daniel Hsu, John Langford, Tong Zhang
June 2010
Alina Beygelzimer, John Langford, Pradeep Ravikumar
February 2010
Daniel Hsu, Sham M. Kakade, John Langford, Tong Zhang
June 2009
John Langford, Ruslan Salakhutdinov, Tong Zhang
June 2009
Alina Beygelzimer, Sanjoy Dasgupta, John Langford
May 2009
John Langford, Lihong Li, Tong Zhang
July 2008
Alekh Agarwal, Daniel Hus, Satyen Kale, John Langford, Lihong Li, Robert E. Schapire
MSR-TR-2014-33 | February 2014
Zhen Qin, Vaclav Petricek, Nikos Karampatziakis, Lihong Li, John Langford (jcl)
MSR-TR-2013-132 | December 2013
Published by Microsoft
Presented at the Big Learning Workshop at the 2013 Neural Information Processing Systems Conference.
