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Subhro Das

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Improved Evidential Deep Learning via a Mixture of Dirichlet Distributions

Feb 09, 2024
J. Jon Ryu, Maohao Shen, Soumya Ghosh, Yuheng Bu, Prasanna Sattigeri, Subhro Das, Gregory W. Wornell

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One step closer to unbiased aleatoric uncertainty estimation

Dec 20, 2023
Wang Zhang, Ziwen Ma, Subhro Das, Tsui-Wei Weng, Alexandre Megretski, Luca Daniel, Lam M. Nguyen

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Correlated Attention in Transformers for Multivariate Time Series

Nov 20, 2023
Quang Minh Nguyen, Lam M. Nguyen, Subhro Das

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Effective Human-AI Teams via Learned Natural Language Rules and Onboarding

Nov 07, 2023
Hussein Mozannar, Jimin J Lee, Dennis Wei, Prasanna Sattigeri, Subhro Das, David Sontag

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Non-asymptotic System Identification for Linear Systems with Nonlinear Policies

Jun 17, 2023
Yingying Li, Tianpeng Zhang, Subhro Das, Jeff Shamma, Na Li

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Reliable Gradient-free and Likelihood-free Prompt Tuning

Apr 30, 2023
Maohao Shen, Soumya Ghosh, Prasanna Sattigeri, Subhro Das, Yuheng Bu, Gregory Wornell

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Label-Free Concept Bottleneck Models

Apr 12, 2023
Tuomas Oikarinen, Subhro Das, Lam M. Nguyen, Tsui-Wei Weng

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Variance-reduced Clipping for Non-convex Optimization

Mar 02, 2023
Amirhossein Reisizadeh, Haochuan Li, Subhro Das, Ali Jadbabaie

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Group Fairness with Uncertainty in Sensitive Attributes

Feb 16, 2023
Abhin Shah, Maohao Shen, Jongha Jon Ryu, Subhro Das, Prasanna Sattigeri, Yuheng Bu, Gregory W. Wornell

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