Dexter, Gregory

7 publications

NeurIPS 2025 LLM Query Scheduling with Prefix Reuse and Latency Constraints Gregory Dexter, Shao Tang, Ata Fatahibaarzi, Qingquan Song, Tejas Dharamsi, Aman Gupta

ICLR 2024 A Precise Characterization of SGD Stability Using Loss Surface Geometry Gregory Dexter, Borja Ocejo, Sathiya Keerthi, Aman Gupta, Ayan Acharya, Rajiv Khanna

NeurIPS 2024 The Space Complexity of Approximating Logistic Loss Gregory Dexter, Petros Drineas, Rajiv Khanna

NeurIPS 2023 Sketching Algorithms for Sparse Dictionary Learning: PTAS and Turnstile Streaming Gregory Dexter, Petros Drineas, David Woodruff, Taisuke Yasuda

JMLR 2022 Faster Randomized Interior Point Methods for Tall/Wide Linear Programs Agniva Chowdhury, Gregory Dexter, Palma London, Haim Avron, Petros Drineas

ICML 2022 On the Convergence of Inexact Predictor-Corrector Methods for Linear Programming Gregory Dexter, Agniva Chowdhury, Haim Avron, Petros Drineas

NeurIPS 2021 Inverse Reinforcement Learning in a Continuous State Space with Formal Guarantees Gregory Dexter, Kevin Bello, Jean Honorio