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Online Optimal Control with Affine Constraints

Oct 10, 2020
Yingying Li, Subhro Das, Na Li


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Verifiably Safe Exploration for End-to-End Reinforcement Learning

Jul 02, 2020
Nathan Hunt, Nathan Fulton, Sara Magliacane, Nghia Hoang, Subhro Das, Armando Solar-Lezama


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A Dynamical Systems Approach for Convergence of the Bayesian EM Algorithm

Jun 23, 2020
Orlando Romero, Subhro Das, Pin-Yu Chen, Sérgio Pequito


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GAT-GMM: Generative Adversarial Training for Gaussian Mixture Models

Jun 18, 2020
Farzan Farnia, William Wang, Subhro Das, Ali Jadbabaie


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Formal Verification of End-to-End Learning in Cyber-Physical Systems: Progress and Challenges

Jun 15, 2020
Nathan Fulton, Nathan Hunt, Nghia Hoang, Subhro Das

* 7 pages, 4 figures. NeurIPS Workshop on Safety and Robustness in Decision Making, 2019 

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Stochastic Optimization with Non-stationary Noise

Jun 09, 2020
Jingzhao Zhang, Hongzhou Lin, Subhro Das, Suvrit Sra, Ali Jadbabaie


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Model adaptation and unsupervised learning with non-stationary batch data under smooth concept drift

Feb 10, 2020
Subhro Das, Prasanth Lade, Soundar Srinivasan

* 11 pages, 4 figures, 3 tables, 2016 NIPS Time Series Workshop 

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Learning Occupational Task-Shares Dynamics for the Future of Work

Jan 28, 2020
Subhro Das, Sebastian Steffen, Wyatt Clarke, Prabhat Reddy, Erik Brynjolfsson, Martin Fleming

* 9 pages, 5 figures, 6 tables, Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society (AIES), 2020 

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Learning Patient Engagement in Care Management: Performance vs. Interpretability

Jun 19, 2019
Subhro Das, Chandramouli Maduri, Ching-Hua Chen, Pei-Yun S. Hsueh

* 9 pages, 9 figures 

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Interpretable Subgroup Discovery in Treatment Effect Estimation with Application to Opioid Prescribing Guidelines

May 08, 2019
Chirag Nagpal, Dennis Wei, Bhanukiran Vinzamuri, Monica Shekhar, Sara E. Berger, Subhro Das, Kush R. Varshney


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