Zeshan M. Hussain

16 papers A* 2A 4Journal 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	LLMs can construct powerful representations and streamline sample-efficient supervised learning. CoRR Ilker Demirel, Lawrence Shi, Zeshan M. Hussain, David A. Sontag
2024	A	`conf`	Benchmarking Observational Studies with Experimental Data under Right-Censoring. AISTATS Ilker Demirel, Edward De Brouwer, Zeshan M. Hussain, Michael Oberst, Anthony Philippakis, David A. Sontag
2024	J	`jnl`	Evaluating Physician-AI Interaction for Cancer Management: Paving the Path towards Precision Oncology. CoRR Zeshan M. Hussain, Barbara D. Lam, Fernando A. Acosta-Perez, Irbaz B. Riaz, Maia L. Jacobs, Andrew J. Yee, David A. Sontag
2024	J	`jnl`	Joint AI-driven event prediction and longitudinal modeling in newly diagnosed and relapsed multiple myeloma. npj Digit. Medicine Zeshan M. Hussain, Edward De Brouwer, Rebecca Boiarsky, Sama Setty, Neeraj Gupta, Guohui Liu, Cong Li, Jaydeep Srimani, Jacob Zhang, Rich Labotka, David A. Sontag
2023	A	`conf`	Conformalized Unconditional Quantile Regression. AISTATS Ahmed M. Alaa, Zeshan M. Hussain, David A. Sontag
2023	J	`jnl`	Conformalized Unconditional Quantile Regression. CoRR Ahmed M. Alaa, Zeshan M. Hussain, David A. Sontag
2023	A	`conf`	Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions. AISTATS Zeshan M. Hussain, Ming-Chieh Shih, Michael Oberst, Ilker Demirel, David A. Sontag
2023	J	`jnl`	Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions. CoRR Zeshan M. Hussain, Ming-Chieh Shih, Michael Oberst, Ilker Demirel, David A. Sontag
2023	—	`—`	Towards Precision Oncology: A Predictive and Causal Lens Zeshan M. Hussain
2022	A*	`conf`	Falsification before Extrapolation in Causal Effect Estimation. NeurIPS Zeshan M. Hussain, Michael Oberst, Ming-Chieh Shih, David A. Sontag
2022	J	`jnl`	Falsification before Extrapolation in Causal Effect Estimation. CoRR Zeshan M. Hussain, Michael Oberst, Ming-Chieh Shih, David A. Sontag
2022	A	`conf`	Using time-series privileged information for provably efficient learning of prediction models. AISTATS Rickard K. A. Karlsson, Martin Willbo, Zeshan M. Hussain, Rahul G. Krishnan, David A. Sontag, Fredrik Johansson
2021	A*	`conf`	Neural Pharmacodynamic State Space Modeling. ICML Zeshan M. Hussain, Rahul G. Krishnan, David A. Sontag
2021	J	`jnl`	Neural Pharmacodynamic State Space Modeling. CoRR Zeshan M. Hussain, Rahul G. Krishnan, David A. Sontag
2021	J	`jnl`	Using Time-Series Privileged Information for Provably Efficient Learning of Prediction Models. CoRR Rickard Karlsson, Martin Willbo, Zeshan M. Hussain, Rahul G. Krishnan, David A. Sontag, Fredrik D. Johansson
2020	J	`jnl`	Artificial intelligence in celiac disease. Comput. Biol. Medicine Muhammad Khawar Sana, Zeshan M. Hussain, Pir Ahmad Shah, Muhammad Haisum Maqsood