Ren J, Russell R, Doshi-Velez F.
Prediction Focused Topic Models Via Vocab Filtering. NeurIPS Workshop on Human-Centric ML. 2019;1 :1-12.
Paper Pradier M, Pan W, Yao J, Ghosh S, Doshi-Velez F.
Projected BNNs: Avoiding Weight-space Pathologies by Learning Latent Representations of Neural Network Weights. ACML Workshop on Weakly Supervised Learning Workshop. 2019;3 :1-15.
Paper Ren J, Kunes R, Doshi-Velez F.
Prediction Focused Topic Models for Electronic Health Records. NeurIPS Workshop on Machine Learning for Health. 2019;1 :1-13.
Paper Wiens J, Saria S, Sendak M, Ghassemi M, Liu V, Doshi-Velez F, Jung K, Heller K, Kale D, Saeed M, et al. Do no harm: A roadmap for responsible machine learning for healthcare. Nature Medicine. 2019;25 (10) :1337-1340.
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Amendments Amir O, Doshi-Velez F, Sarne D.
Summarizing Agent Strategies. Journal of Autonomous Agents and Multi-Agent Systems (AAMAS). 2019;33 :628-644.
Paper