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NeurIPS 2022 Workshop on Causal Machine Learning for Real-World Impact (CML4Impact 2022) | November 2022
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Ruibo Tu, Hedvig Kjellstrom, Kun Zhang, Cheng Zhang
ICLR 2022 | April 2022
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Tomas Geffner, Javier Antoran, Adam Foster, Wenbo Gong, Chao Ma, Emre Kiciman (emrek), Amit Sharma, Martin Kukla, Nick Pawlowski, Miltos Allamanis, Cheng Zhang
MSR-TR-2022-1 | February 2022
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Paolo A. Erdman, Frank Noé
npj Quantum Information |
January 2022, 第 8 卷
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Conference on Causal Learning and Reasoning (CLeaR) | January 2022
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NeurIPS | December 2021
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Chao Ma, Cheng Zhang
NeurIPS | December 2021
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Automated Knowledge Base Construction | October 2021
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Robert Loftin, Aadirupa Saha, Sam Devlin, Katja Hofmann
Conference on Uncertainty in Artificial Intelligence (UAI) 2021 | July 2021
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Sam Devlin, Raluca Stevenson, Ida Momennejad, Jaroslaw Rzepecki, Evelyn Zuniga, Gavin Costello, Guy Leroy, Ali Shaw, Katja Hofmann
2021 International Conference on Machine Learning | July 2021
Source code available at: https://github.com/microsoft/NTT
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Clément Romac, Rémy Portelas, Katja Hofmann, Pierre-Yves Oudeyer
2021 International Conference on Machine Learning | July 2021
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Luisa Zintgraf, Leo Feng, Cong Lu, Maximilian Igl, Kristian Hartikainen, Katja Hofmann, Shimon Whiteson
2021 International Conference on Machine Learning | July 2021
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Amit Sharma, Cheng Zhang, Vasilis Syrgkanis, Emre Kiciman
MSR-TR-2021-15 | July 2021
作者:ICML 2021 workshop on the Neglected Assumptions in Causal Inference
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Pablo Morales-Alvarez, Angus Lamb, Simon Woodhead, Simon Peyton Jones, Miltos Allamanis, Cheng Zhang
MSR-TR-2021-14 | July 2021
作者:ICML 2021 workshop on the Neglected Assumptions in Causal Inference
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Ruibo Tu, Kun Zhang, Hedvig Kjellstrom, Cheng Zhang
| July 2021
作者:ICML 2021 workshop on the Neglected Assumptions in Causal Inference
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Julia Grosse, Cheng Zhang, Philipp Hennig
Conference on Uncertainty in Artificial Intelligence (UAI) 2021 | July 2021
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Miltos Allamanis, Henry Jackson-Flux, Marc Brockschmidt
NeurIPS 2021 | May 2021
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Batu Aytemiz, Mikhail Jacob, Sam Devlin
CHI 2021 Workshop on Reinforcement Learning for Humans, Computer, and Interaction (RL4HCI) | May 2021
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Jacopo Castellini, Sam Devlin, Frans A. Oliehoek, Rahul Savani
20th International Conference on Autonomous Agents and Multiagent Systems | May 2021
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Luisa Zintgraf, Sam Devlin, Kamil Ciosek, Shimon Whiteson, Katja Hofmann
20th International Conference on Autonomous Agents and Multiagent Systems | May 2021
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Paul Knott, Micah Carroll, Sam Devlin, Kamil Ciosek, Katja Hofmann, Anca Dragan, Rohin Shah
20th International Conference on Autonomous Agents and Multiagent Systems | May 2021
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Ruqi Zhang, Yingzhen Li, Christopher De Sa, Sam Devlin, Cheng Zhang
International Conference on Artificial Intelligence and Statistics | April 2021
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Hisham Husain, Kamil Ciosek, Ryota Tomioka
Proceedings of The 24th International Conference on Artificial Intelligence and Statistics | April 2021
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EuroMLSys ’21: Proceedings of the 1st Workshop on Machine Learning and Systems | April 2021
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Zichao Wang, Angus Lamb, Evgeny Saveliev, Yordan Zaykov, Pashmina Cameron, Jose Miguel Hernandez-Lobato, Richard E. Turner, Richard G. Baraniuk, Simon Peyton Jones, Craig Barton, Simon Woodhead, Cheng Zhang
NeurIPS Competition | April 2021
To appear in PMLR proceeding of NeurIPS competition
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Zichao Wang, Sebastian Tschiatschek, Simon Woodhead, José Miguel Hernández-Lobato, Jones Simon Peyton, Richard G. Baraniuk, Cheng Zhang
Symposium on Educational Advances in Artificial Intelligence (AAAI-EAAI) | February 2021
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Tabish Rashid, Cheng Zhang, Kamil Ciosek
AAAI Conference on Artificial Intelligence (AAAI 2021) | January 2021
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Sheena Panthaplackel, Miltos Allamanis, Marc Brockschmidt
AAAI | January 2021
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Chao Ma, Sebastian Tschiatschek, Richard E. Turner, José Miguel Hernández-Lobato, Cheng Zhang
2020 Neural Information Processing Systems | December 2020
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Cheng Zhang, Kun Zhang, Yingzhen Li
2020 Neural Information Processing Systems | December 2020
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Chen Liu, Mathieu Salzmann, Tao Lin, Ryota Tomioka, Sabine Süsstrunk
NeurIPS 2020 | December 2020
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Mikhail Jacob, Sam Devlin, Katja Hofmann
16th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment | October 2020
AIIDE 2020 BEST PAPER AWARD
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Zichao Wang, Angus Lamb, Evgeny Saveliev, Pashmina Cameron, Yordan Zaykov, Jose Miguel Hernandez Lobato, Richard Turner, Richard Baraniuk, Craig Barton, Simon Peyton Jones, Simon Woodhead, Cheng Zhang
July 2020
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Miltos Allamanis, Earl T. Barr, Soline Ducousso, Zheng Gao
2020 Programming Language Design and Implementation | June 2020
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Steindór Sæmundsson, Alexander Terenin, Katja Hofmann, Marc Peter Deisenroth
Twenty-Third International Conference on Artificial Intelligence and Statistics (AISTATS) | June 2020
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Ian A. Kash, Michael Sullins, Katja Hofmann
2020 Adaptive Agents and Multi-Agents Systems | May 2020
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Aristide Tossou, Christos Dimitrakakis, Jaroslaw Rzepecki, Katja Hofmann
International Conference on Autonomous Agents and Multiagent Systems (AAMAS) | May 2020
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Mining Software Repositories | April 2020
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Eighth International Conference on Learning Representations (ICLR) | April 2020
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Kamil Ciosek, Vincent Fortuin, Ryota Tomioka, Katja Hofmann, Richard Turner
Eighth International Conference on Learning Representations (ICLR) | April 2020
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Eighth International Conference on Learning Representations (ICLR) | April 2020
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Thirty-third Conference on Neural Information Processing Systems (NeurIPS) | December 2019
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Miltos Allamanis
2019 SIGPLAN symposium on New ideas, new paradigms, and reflections on programming and software | October 2019
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Thirty-third Conference on Neural Information Processing Systems (NeurIPS) | August 2019
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Cheng Zhang, Judith Butepage, Hedvig Kjellstrom, Stephan Mandt
IEEE Transactions on Pattern Analysis and Machine Intelligence |
August 2019, 第 41 卷(8): pp. 2008-2026
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Chao Ma, Sebastian Tschiatschek, Konstantina Palla, Jose Miguel Hernandez Lobato, Sebastian Nowozin, Cheng Zhang
International Conference on Machine Learning | June 2019
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Sebastian Tschiatschek, Ahana Ghosh, Luis Haug, Rati Devidze, Adish Singla
arXiv:1906.00429 | June 2019
作者:arXiv
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Ruibo Tu, Kun Zhang, Bo Christer Bertilson, Hedvig Kjellström, Cheng Zhang
June 2019
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Anna-Lena Popkes, Hiske Overweg, Ari Ercole, Yingzhen Li, Jose Miguel Hern´andez-Lobato, Yordan Zaykov, Cheng Zhang
May 2019
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Benjamin Biggs, Thomas Roddick, Andrew Fitzgibbon, Roberto Cipolla
ACCV | October 2018
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Patrick Fernandes, Miltos Allamanis, Marc Brockschmidt
2018 International Conference on Learning Representations | September 2018
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Tom Minka, Ryan Cleven, Yordan Zaykov
MSR-TR-2018-8 | March 2018
作者:Microsoft
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Miltos Allamanis, Daniel Tarlow, Andy Gordon, Yi Wei
International Conference on Machine Learning | August 2015
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