Efficient Forward Architecture Search
Hanzhang Hu, John Langford, Rich Caruana, Saurajit Mukherjee, Eric Horvitz, Debadeepta Dey
Thirty-third Conference on Neural Information Processing Systems (NeurIPS 2019) | December 2019
Rich Caruana
Senior Principal Researcher
Publications
Publications by Year
-
Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models
Fred Hohman, Andrew Head, Rich Caruana, Robert DeLIne, Steven Drucker
SIGCHI | May 2019
-
Identifying Unknown Unknowns in the Open World: Representations and Policies for Guided Exploration
Himabindu Lakkaraju, Ece Kamar, Rich Caruana, Eric Horvitz
Thirty-First AAAI Conference on Artificial Intelligence | December 2016
Improving Document Ranking with Dual Word Embeddings
Eric Nalisnick, Bhaskar Mitra, Nick Craswell, Rich Caruana
WWW'16 | April 2016
A Dual Embedding Space Model for Document Ranking
Bhaskar Mitra, Eric Nalisnick, Nick Craswell, Rich Caruana
February 2016
This paper is an extended evaluation and analysis of the model proposed in a poster to appear in WWW'16, April 11 - 15, 2016, Montreal, Canada.
-
Implicit Preference Labels for Learning Highly Selective Personalized Rankers
Paul N. Bennett, Milad Shokouhi, Rich Caruana
Proceedings of the 1st ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR 2015) | September 2015
Intelligible Models for HealthCare: Predicting Pneumonia Risk and Hospital 30-day Readmission
Rich Caruana, Paul Koch, Yin Lou, Marc Sturm , Johannes Gehrke, Noemie Elhadad
KDD'15, August 10-13, 2015, Sydney, NSW, Australia | August 2015
ISBN: 978-1-4503-3664-2/15/08
-
Active Learning with Model Selection
Alnur Ali, Rich Caruana, Ashish Kapoor
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence | July 2014
Gauss Meets Canadian Traveler: Shortest-Path Problems with Correlated Natural Dynamics
Debadeepta Dey, Andrey Kolobov, Rich Caruana, Ece Kamar, Eric Horvitz, Ashish Kapoor
AAMAS 2014 | May 2014
Structured Labeling for Facilitating Concept Evolution in Machine Learning
Todd Kulesza, Saleema Amershi, Rich Caruana, Danyel Fisher, Denis Charles
Proceedings of the Conference on Human Factors in Computing Systems (CHI 2014) | May 2014
Best Paper Award
-
Accurate Intelligible Models with Pairwise Interactions
Yin Lou , Rich Caruana, Giles Hooker , Johannes Gehrke
KDD'13, August 11-14, 2013, Chicago, Illinois, USA | August 2013
ISBN: 978-1-4503-2174-7/13/08
-
Learning Speaker, Addressee and Overlap Detection Models from Multimodal Streams
Oriol Vinyals, Dan Bohus, Rich Caruana
ICMI '12 Proceedings of the 14th ACM International Conference on Multimodal Interaction | October 2012
Intelligible Models for Classiï¬cation and Regression
Yin Lou, Rich Caruana, Johannes Gehrke
KDD'12, Beijing, China | August 2012
ISBN: 978-1-4503-1462-6
-
Learning Likely Locations
John Krumm, Rich Caruana, Scott Counts
January 2011
Publications by Research Area
-
Efficient Forward Architecture Search
Hanzhang Hu, John Langford, Rich Caruana, Saurajit Mukherjee, Eric Horvitz, Debadeepta Dey
Thirty-third Conference on Neural Information Processing Systems (NeurIPS 2019) | December 2019
Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models
Fred Hohman, Andrew Head, Rich Caruana, Robert DeLIne, Steven Drucker
SIGCHI | May 2019
Identifying Unknown Unknowns in the Open World: Representations and Policies for Guided Exploration
Himabindu Lakkaraju, Ece Kamar, Rich Caruana, Eric Horvitz
Thirty-First AAAI Conference on Artificial Intelligence | December 2016
Improving Document Ranking with Dual Word Embeddings
Eric Nalisnick, Bhaskar Mitra, Nick Craswell, Rich Caruana
WWW'16 | April 2016
A Dual Embedding Space Model for Document Ranking
Bhaskar Mitra, Eric Nalisnick, Nick Craswell, Rich Caruana
February 2016
This paper is an extended evaluation and analysis of the model proposed in a poster to appear in WWW'16, April 11 - 15, 2016, Montreal, Canada.
Intelligible Models for HealthCare: Predicting Pneumonia Risk and Hospital 30-day Readmission
Rich Caruana, Paul Koch, Yin Lou, Marc Sturm , Johannes Gehrke, Noemie Elhadad
KDD'15, August 10-13, 2015, Sydney, NSW, Australia | August 2015
ISBN: 978-1-4503-3664-2/15/08
Active Learning with Model Selection
Alnur Ali, Rich Caruana, Ashish Kapoor
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence | July 2014
Gauss Meets Canadian Traveler: Shortest-Path Problems with Correlated Natural Dynamics
Debadeepta Dey, Andrey Kolobov, Rich Caruana, Ece Kamar, Eric Horvitz, Ashish Kapoor
AAMAS 2014 | May 2014
Structured Labeling for Facilitating Concept Evolution in Machine Learning
Todd Kulesza, Saleema Amershi, Rich Caruana, Danyel Fisher, Denis Charles
Proceedings of the Conference on Human Factors in Computing Systems (CHI 2014) | May 2014
Best Paper Award
Accurate Intelligible Models with Pairwise Interactions
Yin Lou , Rich Caruana, Giles Hooker , Johannes Gehrke
KDD'13, August 11-14, 2013, Chicago, Illinois, USA | August 2013
ISBN: 978-1-4503-2174-7/13/08
Learning Speaker, Addressee and Overlap Detection Models from Multimodal Streams
Oriol Vinyals, Dan Bohus, Rich Caruana
ICMI '12 Proceedings of the 14th ACM International Conference on Multimodal Interaction | October 2012
Intelligible Models for Classiï¬cation and Regression
Yin Lou, Rich Caruana, Johannes Gehrke
KDD'12, Beijing, China | August 2012
ISBN: 978-1-4503-1462-6
-
Efficient Forward Architecture Search
Hanzhang Hu, John Langford, Rich Caruana, Saurajit Mukherjee, Eric Horvitz, Debadeepta Dey
Thirty-third Conference on Neural Information Processing Systems (NeurIPS 2019) | December 2019
Improving Document Ranking with Dual Word Embeddings
Eric Nalisnick, Bhaskar Mitra, Nick Craswell, Rich Caruana
WWW'16 | April 2016
A Dual Embedding Space Model for Document Ranking
Bhaskar Mitra, Eric Nalisnick, Nick Craswell, Rich Caruana
February 2016
This paper is an extended evaluation and analysis of the model proposed in a poster to appear in WWW'16, April 11 - 15, 2016, Montreal, Canada.
Implicit Preference Labels for Learning Highly Selective Personalized Rankers
Paul N. Bennett, Milad Shokouhi, Rich Caruana
Proceedings of the 1st ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR 2015) | September 2015
-
Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models
Fred Hohman, Andrew Head, Rich Caruana, Robert DeLIne, Steven Drucker
SIGCHI | May 2019
Learning Likely Locations
John Krumm, Rich Caruana, Scott Counts
January 2011
-
Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models
Fred Hohman, Andrew Head, Rich Caruana, Robert DeLIne, Steven Drucker
SIGCHI | May 2019
Structured Labeling for Facilitating Concept Evolution in Machine Learning
Todd Kulesza, Saleema Amershi, Rich Caruana, Danyel Fisher, Denis Charles
Proceedings of the Conference on Human Factors in Computing Systems (CHI 2014) | May 2014
Best Paper Award
Learning Speaker, Addressee and Overlap Detection Models from Multimodal Streams
Oriol Vinyals, Dan Bohus, Rich Caruana
ICMI '12 Proceedings of the 14th ACM International Conference on Multimodal Interaction | October 2012
-
Implicit Preference Labels for Learning Highly Selective Personalized Rankers
Paul N. Bennett, Milad Shokouhi, Rich Caruana
Proceedings of the 1st ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR 2015) | September 2015
-
Gauss Meets Canadian Traveler: Shortest-Path Problems with Correlated Natural Dynamics
Debadeepta Dey, Andrey Kolobov, Rich Caruana, Ece Kamar, Eric Horvitz, Ashish Kapoor
AAMAS 2014 | May 2014
Publications by Type
-
Efficient Forward Architecture Search
Hanzhang Hu, John Langford, Rich Caruana, Saurajit Mukherjee, Eric Horvitz, Debadeepta Dey
Thirty-third Conference on Neural Information Processing Systems (NeurIPS 2019) | December 2019
Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models
Fred Hohman, Andrew Head, Rich Caruana, Robert DeLIne, Steven Drucker
SIGCHI | May 2019
Identifying Unknown Unknowns in the Open World: Representations and Policies for Guided Exploration
Himabindu Lakkaraju, Ece Kamar, Rich Caruana, Eric Horvitz
Thirty-First AAAI Conference on Artificial Intelligence | December 2016
Improving Document Ranking with Dual Word Embeddings
Eric Nalisnick, Bhaskar Mitra, Nick Craswell, Rich Caruana
WWW'16 | April 2016
Implicit Preference Labels for Learning Highly Selective Personalized Rankers
Paul N. Bennett, Milad Shokouhi, Rich Caruana
Proceedings of the 1st ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR 2015) | September 2015
Intelligible Models for HealthCare: Predicting Pneumonia Risk and Hospital 30-day Readmission
Rich Caruana, Paul Koch, Yin Lou, Marc Sturm , Johannes Gehrke, Noemie Elhadad
KDD'15, August 10-13, 2015, Sydney, NSW, Australia | August 2015
ISBN: 978-1-4503-3664-2/15/08
Active Learning with Model Selection
Alnur Ali, Rich Caruana, Ashish Kapoor
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence | July 2014
Gauss Meets Canadian Traveler: Shortest-Path Problems with Correlated Natural Dynamics
Debadeepta Dey, Andrey Kolobov, Rich Caruana, Ece Kamar, Eric Horvitz, Ashish Kapoor
AAMAS 2014 | May 2014
Structured Labeling for Facilitating Concept Evolution in Machine Learning
Todd Kulesza, Saleema Amershi, Rich Caruana, Danyel Fisher, Denis Charles
Proceedings of the Conference on Human Factors in Computing Systems (CHI 2014) | May 2014
Best Paper Award
Accurate Intelligible Models with Pairwise Interactions
Yin Lou , Rich Caruana, Giles Hooker , Johannes Gehrke
KDD'13, August 11-14, 2013, Chicago, Illinois, USA | August 2013
ISBN: 978-1-4503-2174-7/13/08
Learning Speaker, Addressee and Overlap Detection Models from Multimodal Streams
Oriol Vinyals, Dan Bohus, Rich Caruana
ICMI '12 Proceedings of the 14th ACM International Conference on Multimodal Interaction | October 2012
Intelligible Models for Classiï¬cation and Regression
Yin Lou, Rich Caruana, Johannes Gehrke
KDD'12, Beijing, China | August 2012
ISBN: 978-1-4503-1462-6
Learning Likely Locations
John Krumm, Rich Caruana, Scott Counts
January 2011
-
A Dual Embedding Space Model for Document Ranking
Bhaskar Mitra, Eric Nalisnick, Nick Craswell, Rich Caruana
February 2016
This paper is an extended evaluation and analysis of the model proposed in a poster to appear in WWW'16, April 11 - 15, 2016, Montreal, Canada.