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AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science|June 2, 2020
Interpretable Batch IRL to Extract Clinician Goals in ICU Hypotension ManagementSrivatsan Srinivasan, Finale Doshi-Velez
IJCAI : Proceedings of the Conference|June 13, 2017
Hidden Parameter Markov Decision Processes: A Semiparametric Regression Approach for Discovering Latent Task ParametrizationsFinale Doshi-Velez, George Konidaris
Proceedings of the ... International Conference on Machine Learning. International Conference on Machine Learning|May 15, 2010
Reinforcement Learning with Limited Reinforcement: Using Bayes Risk for Active Learning in POMDPsFinale Doshi, Joelle Pineau, Nicholas Roy
Pediatrics|December 11, 2013
Comorbidity clusters in autism spectrum disorders: an electronic health record time-series analysisFinale Doshi-Velez, Yaorong Ge, Isaac Kohane
AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science|June 2, 2020
Identifying Distinct, Effective Treatments for Acute Hypotension with SODA-RL: Safely Optimized Diverse Accurate Reinforcement LearningJoseph Futoma, Muhammad A Masood, Finale Doshi-Velez
Autonomous Agents and Multi-Agent Systems|February 25, 2021
Toward Robust policy Summarization: Extended AbstractIsaac Lage, Daphna Lifschitz, Finale Doshi-Velez, et al.
Advances in Neural Information Processing Systems|October 29, 2019
Robust and Efficient Transfer Learning with Hidden Parameter Markov Decision ProcessesTaylor Killian, Samuel Daulton, George Konidaris, et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence|September 10, 2015
Bayesian Nonparametric Methods for Partially-Observable Reinforcement LearningFinale Doshi-Velez, David Pfau, Frank Wood, et al.
Critical Care Explorations|July 8, 2021
Generalization in Clinical Prediction Models: The Blessing and Curse of Measurement Indicator VariablesJoseph Futoma, Morgan Simons, Finale Doshi-Velez, et al.
IJCAI : Proceedings of the Conference|February 25, 2021
Exploring Computational User Models for Agent Policy SummarizationIsaac Lage, Daphna Lifschitz, Finale Doshi-Velez, et al.
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