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Lester Mackey
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Compress Then Test: Powerful Kernel Testing in Near-linear Time


Jan 14, 2023
Carles Domingo-Enrich, Raaz Dwivedi, Lester Mackey

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A Finite-Particle Convergence Rate for Stein Variational Gradient Descent


Nov 18, 2022
Jiaxin Shi, Lester Mackey

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Controlling Moments with Kernel Stein Discrepancies


Nov 10, 2022
Heishiro Kanagawa, Arthur Gretton, Lester Mackey

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* 49 pages, 19 figures 
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Budget-Constrained Bounds for Mini-Batch Estimation of Optimal Transport


Oct 24, 2022
David Alvarez-Melis, Nicolò Fusi, Lester Mackey, Tal Wagner

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Targeted Separation and Convergence with Kernel Discrepancies


Sep 26, 2022
Alessandro Barp, Carl-Johann Simon-Gabriel, Mark Girolami, Lester Mackey

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Adaptive Bias Correction for Improved Subseasonal Forecasting


Sep 21, 2022
Soukayna Mouatadid, Paulo Orenstein, Genevieve Flaspohler, Judah Cohen, Miruna Oprescu, Ernest Fraenkel, Lester Mackey

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* 16 pages of main paper and 2 pages of appendix text 
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Scalable Spike-and-Slab


Apr 04, 2022
Niloy Biswas, Lester Mackey, Xiao-Li Meng

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* 26 pages, 5 figures 
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Gradient Estimation with Discrete Stein Operators


Feb 19, 2022
Jiaxin Shi, Yuhao Zhou, Jessica Hwang, Michalis K. Titsias, Lester Mackey

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Bounding Wasserstein distance with couplings


Dec 29, 2021
Niloy Biswas, Lester Mackey

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* 50 pages, 8 figures 
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