94 citations · 229 across the 34 of their papers we have counts for
Showing 2021 · stat.MLShow all
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stat.ML2021
Distribution Compression in Near-linear Time
Abhishek Shetty, Raaz Dwivedi, Lester Mackey
In distribution compression, one aims to accurately summarize a probability distribution using a small number of representative points. Near-optimal thinning procedure…
stat.ML2021★ 5 cited
Generalized Kernel Thinning
Raaz Dwivedi, Lester Mackey
The kernel thinning (KT) algorithm of Dwivedi and Mackey (2021) compresses a probability distribution more effectively than independent sampling by targeting a reproducing kernel H…
stat.ML2021★ 2 cited
Kernel Thinning
Raaz Dwivedi, Lester Mackey
We introduce kernel thinning, a new procedure for compressing a distribution more effectively than i.i.d. sampling or standard thinning. Given a suitable reproducing k…