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20102018
most citedRegion graph partition function expansion and approximate free energy landscapes: Theory and some numerical results

35 citations · 114 across the 11 of their papers we have counts for

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Showing 2017Show all

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cs.LG2017★ 19 cited

Scaling Limit: Exact and Tractable Analysis of Online Learning Algorithms with Applications to Regularized Regression and PCA

Chuang Wang, Jonathan Mattingly, Yue M. Lu

We present a framework for analyzing the exact dynamics of a class of online learning algorithms in the high-dimensional scaling limit. Our results are applied to two concrete exam…