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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.ML2018
Exponential Weights on the Hypercube in Polynomial Time
Sudeep Raja Putta, Abhishek Shetty
We study a general online linear optimization problem(OLO). At each round, a subset of objects from a fixed universe of objects is chosen, and a linear cost associated with the…