Zeshan M. Hussain

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Internal And External

Efficient Learning

Top Venues

Comput. Biol. Medicine

npj Digit. Medicine

Publications

Zeshan M. Hussain, Barbara D. Lam, Fernando A. Acosta-Perez, Irbaz B. Riaz, Maia L. Jacobs, Andrew J. Yee, David A. Sontag
Evaluating Physician-AI Interaction for Cancer Management: Paving the Path towards Precision Oncology. CoRR (2024)
Ilker Demirel, Edward De Brouwer, Zeshan M. Hussain, Michael Oberst, Anthony Philippakis, David A. Sontag
Benchmarking Observational Studies with Experimental Data under Right-Censoring. AISTATS (2024)
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
Joint AI-driven event prediction and longitudinal modeling in newly diagnosed and relapsed multiple myeloma. npj Digit. Medicine 7 (1) (2024)
Zeshan M. Hussain, Ming-Chieh Shih, Michael Oberst, Ilker Demirel, David A. Sontag
Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions. CoRR (2023)
Ahmed M. Alaa, Zeshan M. Hussain, David A. Sontag
Conformalized Unconditional Quantile Regression. AISTATS (2023)
Zeshan M. Hussain, Ming-Chieh Shih, Michael Oberst, Ilker Demirel, David A. Sontag
Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions. AISTATS (2023)
Rickard K. A. Karlsson, Martin Willbo, Zeshan M. Hussain, Rahul G. Krishnan, David A. Sontag, Fredrik Johansson
Using time-series privileged information for provably efficient learning of prediction models. AISTATS (2022)
Zeshan M. Hussain, Michael Oberst, Ming-Chieh Shih, David A. Sontag
Falsification before Extrapolation in Causal Effect Estimation. CoRR (2022)
Zeshan M. Hussain, Michael Oberst, Ming-Chieh Shih, David A. Sontag
Falsification before Extrapolation in Causal Effect Estimation. NeurIPS (2022)
Muhammad Khawar Sana, Zeshan M. Hussain, Pir Ahmad Shah, Muhammad Haisum Maqsood
Artificial intelligence in celiac disease. Comput. Biol. Medicine 125 (2020)