Das, Subhro

24 publications

ICML 2025 Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search Maohao Shen, Guangtao Zeng, Zhenting Qi, Zhang-Wei Hong, Zhenfang Chen, Wei Lu, Gregory W. Wornell, Subhro Das, David Daniel Cox, Chuang Gan

ICML 2025 Symmetry-Driven Discovery of Dynamical Variables in Molecular Simulations Jeet Mohapatra, Nima Dehmamy, Csaba Both, Subhro Das, Tommi Jaakkola

TMLR 2025 The RealHumanEval: Evaluating Large Language Models’ Abilities to Support Programmers Hussein Mozannar, Valerie Chen, Mohammed Alsobay, Subhro Das, Sebastian Zhao, Dennis Wei, Manish Nagireddy, Prasanna Sattigeri, Ameet Talwalkar, David Sontag

AAAI 2024 A Model for Estimating the Economic Costs of Computer Vision Systems That Use Deep Learning Neil Thompson, Martin Fleming, Benny J. Tang, Anna M. Pastwa, Nicholas Borge, Brian C. Goehring, Subhro Das

NeurIPS 2024 Are Uncertainty Quantification Capabilities of Evidential Deep Learning a Mirage? Maohao Shen, J. Jon Ryu, Soumya Ghosh, Yuheng Bu, Prasanna Sattigeri, Subhro Das, Gregory W. Wornell

NeurIPSW 2024 Guaranteeing Conservation Laws with Projection in Physics-Informed Neural Networks Anthony Baez, Wang Zhang, Ziwen Ma, Subhro Das, Lam M. Nguyen, Luca Daniel

ICLRW 2024 Hessian Reparametrization for Coarse-Grained Energy Minimization Nima Dehmamy, Csaba Both, Jeet Mohapatra, Subhro Das, Tommi Jaakkola

ICMLW 2024 Long Context Understanding Using Self-Generated Synthetic Data Jerry Li, Subhro Das, Aude Oliva, Dmitry Krotov, Leonid Karlinsky, Rogerio Feris

NeurIPS 2024 Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations Nima Dehmamy, Csaba Both, Jeet Mohapatra, Subhro Das, Tommi Jaakkola

AAAI 2024 One Step Closer to Unbiased Aleatoric Uncertainty Estimation Wang Zhang, Ziwen Martin Ma, Subhro Das, Tsui-Wei Lily Weng, Alexandre Megretski, Luca Daniel, Lam M. Nguyen

ICML 2024 Thermometer: Towards Universal Calibration for Large Language Models Maohao Shen, Subhro Das, Kristjan Greenewald, Prasanna Sattigeri, Gregory W. Wornell, Soumya Ghosh

ICML 2023 ConCerNet: A Contrastive Learning Based Framework for Automated Conservation Law Discovery and Trustworthy Dynamical System Prediction Wang Zhang, Tsui-Wei Weng, Subhro Das, Alexandre Megretski, Luca Daniel, Lam M. Nguyen

NeurIPS 2023 Effective Human-AI Teams via Learned Natural Language Rules and Onboarding Hussein Mozannar, Jimin Lee, Dennis Wei, Prasanna Sattigeri, Subhro Das, David Sontag

ICLR 2023 Label-Free Concept Bottleneck Models Tuomas Oikarinen, Subhro Das, Lam M. Nguyen, Tsui-Wei Weng

AAAI 2023 Post-Hoc Uncertainty Learning Using a Dirichlet Meta-Model Maohao Shen, Yuheng Bu, Prasanna Sattigeri, Soumya Ghosh, Subhro Das, Gregory W. Wornell

NeurIPSW 2023 Simulating Iterative Human-AI Interaction in Programming with LLMs Hussein Mozannar, Valerie Chen, Dennis Wei, Prasanna Sattigeri, Manish Nagireddy, Subhro Das, Ameet Talwalkar, David Sontag

AISTATS 2023 Who Should Predict? Exact Algorithms for Learning to Defer to Humans Hussein Mozannar, Hunter Lang, Dennis Wei, Prasanna Sattigeri, Subhro Das, David Sontag

ICMLW 2022 Fast Convergence for Unstable Reinforcement Learning Problems by Logarithmic Mapping Wang Zhang, Lam M. Nguyen, Subhro Das, Alexandre Megretski, Luca Daniel, Tsui-Wei Weng

ICML 2022 Beyond Worst-Case Analysis in Stochastic Approximation: Moment Estimation Improves Instance Complexity Jingzhao Zhang, Hongzhou Lin, Subhro Das, Suvrit Sra, Ali Jadbabaie

NeurIPSW 2022 C-MBA: Adversarial Attack for Cooperative MARL Using Learned Dynamics Model Nhan H Pham, Lam M. Nguyen, Jie Chen, Hoang Thanh Lam, Subhro Das, Lily Weng

ICML 2022 On Convergence of Gradient Descent Ascent: A Tight Local Analysis Haochuan Li, Farzan Farnia, Subhro Das, Ali Jadbabaie

ICML 2022 Selective Regression Under Fairness Criteria Abhin Shah, Yuheng Bu, Joshua K Lee, Subhro Das, Rameswar Panda, Prasanna Sattigeri, Gregory W Wornell

ICML 2021 Fair Selective Classification via Sufficiency Joshua K Lee, Yuheng Bu, Deepta Rajan, Prasanna Sattigeri, Rameswar Panda, Subhro Das, Gregory W Wornell

AAAI 2021 Online Optimal Control with Affine Constraints Yingying Li, Subhro Das, Na Li