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Supervised Learning with General Risk Functionals.

, , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 12570-12592. PMLR, (2022)

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Stochastic Activation Pruning for Robust Adversarial Defense., , , , , , and . ICLR (Poster), OpenReview.net, (2018)Symbolic Music Generation with Transformer-GANs., , , , , , , , and . AAAI, page 408-417. AAAI Press, (2021)Mortality Risk Score for Critically Ill Patients with Viral or Unspecified Pneumonia: Assisting Clinicians with COVID-19 ECMO Planning., , , , and . AIME, volume 12299 of Lecture Notes in Computer Science, page 336-347. Springer, (2020)Siamese Bert for Authorship Verification., , and . CLEF (Working Notes), volume 2936 of CEUR Workshop Proceedings, page 2169-2177. CEUR-WS.org, (2021)Practical Obstacles to Deploying Active Learning., , and . EMNLP/IJCNLP (1), page 21-30. Association for Computational Linguistics, (2019)Meta-Learning Mini-Batch Risk Functionals., and . CoRR, (2023)The Impact of Algorithmic Risk Assessments on Human Predictions and its Analysis via Crowdsourcing Studies., , and . CoRR, (2021)Off-Policy Risk Assessment in Contextual Bandits., , , and . NeurIPS, page 23714-23726. (2021)A Unified View of Label Shift Estimation., , , and . NeurIPS, (2020)Learning to Deceive with Attention-Based Explanations., , , , and . ACL, page 4782-4793. Association for Computational Linguistics, (2020)