Search All 2022 Events
 

14 Results

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Workshop
Setting Clear Expectations for Uncertainty Estimation
Victor Bouvier · Simona Maggio · Alexandre Abraham · Dreyfus-Schmidt Schmidt
Poster
Thu 10:30 Autoregressive Quantile Flows for Predictive Uncertainty Estimation
Phillip Si · Allan Bishop · Volodymyr Kuleshov
Spotlight
Thu 10:30 Autoregressive Quantile Flows for Predictive Uncertainty Estimation
Phillip Si · Allan Bishop · Volodymyr Kuleshov
Poster
Thu 10:30 Learning more skills through optimistic exploration
DJ Strouse · Kate Baumli · David Warde-Farley · Volodymyr Mnih · Steven Hansen
Spotlight
Thu 10:30 Learning more skills through optimistic exploration
DJ Strouse · Kate Baumli · David Warde-Farley · Volodymyr Mnih · Steven Hansen
Spotlight
Tue 2:30 Learning Optimal Conformal Classifiers
David Stutz · Krishnamurthy Dvijotham · Ali Taylan Cemgil · Arnaud Doucet
Poster
Tue 2:30 Learning Optimal Conformal Classifiers
David Stutz · Krishnamurthy Dvijotham · Ali Taylan Cemgil · Arnaud Doucet
Poster
Thu 10:30 Learning to Map for Active Semantic Goal Navigation
Georgios Georgakis · Bernadette Bucher · Karl Schmeckpeper · Siddharth Singh · Kostas Daniilidis
Poster
Wed 10:30 Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation
Vincent Mai · Kaustubh Mani · Liam Paull
Spotlight
Wed 10:30 Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation
Vincent Mai · Kaustubh Mani · Liam Paull
Poster
Thu 2:30 Adversarially Robust Conformal Prediction
Asaf Gendler · Tsui-Wei Weng · Luca Daniel · Yaniv Romano
Poster
Wed 2:30 Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning
Chenjia Bai · Lingxiao Wang · Zhuoran Yang · Zhihong Deng · Animesh Garg · Peng Liu · Zhaoran Wang