1.1k citations · 5.4k across the 59 of their papers we have counts for
Showing 2017 · stat.MLShow all
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stat.ML2017★ 358 cited
Artificial Intelligence and Statistics
Bin Yu, Karl Kumbier
Artificial intelligence (AI) is intrinsically data-driven. It calls for the application of statistical concepts through human-machine collaboration during generation of data, devel…
stat.ML2017★ 30 cited
Fast MCMC sampling algorithms on polytopes
Yuansi Chen, Raaz Dwivedi, Martin J. Wainwright +1
We propose and analyze two new MCMC sampling algorithms, the Vaidya walk and the John walk, for generating samples from the uniform distribution over a polytope. Both random walks…