Mackey, Lester W.

12 publications

NeurIPS 2023 A Finite-Particle Convergence Rate for Stein Variational Gradient Descent Jiaxin Shi, Lester W. Mackey

NeurIPS 2023 Learning Rate Free Sampling in Constrained Domains Louis Sharrock, Lester W. Mackey, Christopher Nemeth

NeurIPS 2023 Should I Stop or Should I Go: Early Stopping with Heterogeneous Populations Hammaad Adam, Fan Yin, Huibin Hu, Neil Tenenholtz, Lorin Crawford, Lester W. Mackey, Allison Koenecke

NeurIPS 2023 SubseasonalClimateUSA: A Dataset for Subseasonal Forecasting and Benchmarking Soukayna Mouatadid, Paulo Orenstein, Genevieve Flaspohler, Miruna Oprescu, Judah Cohen, Franklyn Wang, Sean Knight, Maria Geogdzhayeva, Sam Levang, Ernest Fraenkel, Lester W. Mackey

NeurIPS 2022 Gradient Estimation with Discrete Stein Operators Jiaxin Shi, Yuhao Zhou, Jessica Hwang, Michalis K. Titsias, Lester W. Mackey

NeurIPS 2020 Cross-Validation Confidence Intervals for Test Error Pierre Bayle, Alexandre Bayle, Lucas Janson, Lester W. Mackey

NeurIPS 2020 Minimax Estimation of Conditional Moment Models Nishanth Dikkala, Greg Lewis, Lester W. Mackey, Vasilis Syrgkanis

NeurIPS 2020 Stochastic Stein Discrepancies Jackson Gorham, Anant Raj, Lester W. Mackey

NeurIPS 2011 Divide-and-Conquer Matrix Factorization Lester W. Mackey, Michael I. Jordan, Ameet Talwalkar

ICML 2010 Mixed Membership Matrix Factorization Lester W. Mackey, David J. Weiss, Michael I. Jordan

ICML 2010 On the Consistency of Ranking Algorithms John C. Duchi, Lester W. Mackey, Michael I. Jordan

NeurIPS 2008 Deflation Methods for Sparse PCA Lester W. Mackey