Publication ENCO: Deploying Production-Scale Engineering Copilots Yiwen Zhu, Mathieu Demarne, Kai Deng, Wenjing Wang, Nutan Sahoo, Hannah Lerner, Anjali Bhavan, Divya Vermareddy, Yunlei Lu, Swati Bararia, William Zhang, Xia Li, Katherine Lin, Miso Cilimdzic, Subru Krishnan 2026 SIGKDD’26 Applied Data Science Track | August 2026
Publication Learning with Simulators: No Regret in a Computationally Bounded World S. Voitovych, Abhishek Shetty, Noah Golowich, Alexander Rakhlin June 2026 arXiv | June 2026
Publication Select and Improve: Understanding the Mechanics of Post-Training for Reasoning Akshay Krishnamurthy, Audrey Huang, Nived Rajaraman June 2026 arXiv | June 2026
Publication The Power of Test-Time Training for Approximate Sampling Noah Golowich, A. Moitra, Dhruv Rohatgi June 2026 arXiv | June 2026
Publication Bandit Social Leaning Dynamics with Exploration Episodes Kiarash Banihashem, Natalie Collina, Aleksandrs Slivkins 2026 ICML 2026 | June 2026
Publication Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Michal Moshkovitz, Suraj Srinivas, Lesia Semenova, Nave Frost, Cyrus Rashtchian, Valentyn Boreiko, Shichang Zhang, Himabindu Lakkaraju, Cynthia Rudin, Jennifer Wortman Vaughan 43rd International Conference on Machine Learning | June 2026
Publication Effects of Generative AI Errors on User Reliance Across Task Difficulty Jacy Reese Anthis, Hannah Cha, Solon Barocas, Alexandra Chouldechova, Jake Hofman April 2026 arXiv | April 2026
Publication “Helping Me Versus Doing It for Me”: Designing for Agency in LLM-Infused Writing Tools for Science Journalism Sachita Nishal, Mina Lee, Nicholas Diakopoulos, Jennifer Wortman Vaughan CHI Conference on Human Factors in Computing Systems | April 2026
Publication “Chat, Should I Leave Him?” Risks, Rewards, and Roles for AI in Relationship Advice Emily Tseng, Calvin A. Liang CHI 2026 | April 2026
Publication Sheaf-Cohomological Program Analysis: Unifying Bug Finding, Equivalence, and Verification via \v{C}ech Cohomology Halley Young March 2026 arXiv | March 2026
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