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Learning Optimal Summaries of Clinical Time-series with Concept Bottleneck Models.

C. Wu, S. Parbhoo, M. Havasi, and F. Doshi-Velez. MLHC, volume 182 of Proceedings of Machine Learning Research, page 648-672. PMLR, (2022)

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Sonali Pechlivanis

Other publications of authors with the same name

Risk Sensitive Dead-end Identification in Safety-Critical Offline Reinforcement Learning.T. Killian, S. Parbhoo, and M. Ghassemi. CoRR, (2023)Learning Conditional Invariance Through Cycle Consistency.M. Samarin, V. Nesterov, M. Wieser, A. Wieczorek, S. Parbhoo, and V. Roth. GCPR, volume 13024 of Lecture Notes in Computer Science, page 376-391. Springer, (2021)Greedy Structure Learning of Hierarchical Compositional Models.A. Kortylewski, A. Wieczorek, M. Wieser, C. Blumer, S. Parbhoo, A. Morel-Forster, V. Roth, and T. Vetter. CVPR, page 11612-11621. Computer Vision Foundation / IEEE, (2019)Addressing Leakage in Concept Bottleneck Models.M. Havasi, S. Parbhoo, and F. Doshi-Velez. NeurIPS, (2022)Estimating Causal Effects With Partial Covariates For Clinical Interpretability.S. Parbhoo, M. Wieser, and V. Roth. CoRR, (2018)Adaptive Experimental Design for Intrusion Data Collection.K. Highnam, Z. Hanif, E. Vogt, S. Parbhoo, S. Maffeis, and N. Jennings. CAMLIS, volume 3652 of CEUR Workshop Proceedings, page 134-151. CEUR-WS.org, (2023)Rethinking Discount Regularization: New Interpretations, Unintended Consequences, and Solutions for Regularization in Reinforcement Learning.S. Rathnam, S. Parbhoo, S. Swaroop, W. Pan, S. Murphy, and F. Doshi-Velez. J. Mach. Learn. Res., (2024)Transfer Learning from Well-Curated to Less-Resourced Populations with HIV.S. Parbhoo, M. Wieser, V. Roth, and F. Doshi-Velez. MLHC, volume 126 of Proceedings of Machine Learning Research, page 589-609. PMLR, (2020)Policy Optimization with Sparse Global Contrastive Explanations.J. Yao, S. Parbhoo, W. Pan, and F. Doshi-Velez. CoRR, (2022)Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions.O. Gottesman, J. Futoma, Y. Liu, S. Parbhoo, L. Celi, E. Brunskill, and F. Doshi-Velez. ICML, volume 119 of Proceedings of Machine Learning Research, page 3658-3667. PMLR, (2020)

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Disambiguation of "Parbhoo, Sonali"

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Learning Optimal Summaries of Clinical Time-series with Concept Bottleneck Models.

Please choose a person to relate this publication to

Sonali Pechlivanis

Other publications of authors with the same name

Disambiguation

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Disambiguation of "Parbhoo, Sonali"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Learning Optimal Summaries of Clinical Time-series with Concept Bottleneck Models.

Please choose a person to relate this publication to

Sonali Pechlivanis

Other publications of authors with the same name

Disambiguation

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URL
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Chicago
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Learning Optimal Summaries of Clinical Time-series with Concept Bottleneck Models.