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 The Evolution of Digital Search: From Blue Links to Delegated Decision-Making David Rothschild, Nicole Immorlica, Brendan Lucier, Markus Mobius, Aleksandrs Slivkins July 2026 arXiv | July 2026
Publication The Price of Hidden Curvature: An Ω˜(d5/4T−−√) Lower Bound for Bandit Convex Optimization Nived Rajaraman July 2026 arXiv | July 2026
Publication Learning to Reason with Curriculum II: Compositional Generalization Nived Rajaraman, Audrey Huang, Miro Dudík, Robert E. Schapire, Dylan Foster, Akshay Krishnamurthy June 2026 arXiv | June 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 MEMENTO: Teaching LLMs to Manage Their Own Context Vasilis Kontonis, Yuchen Zeng, Shivam Garg, Lingjiao Chen, Hao Tang, Ziyan Wang, Ahmed Awadallah, Eric Horvitz, John Langford, Dimitris Papailiopoulos 2026 COLM | April 2026
Research
Research