105 citations · 271 across the 24 of their papers we have counts for
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cs.LG2021★ 3 cited
A Convergence Theory for SVGD in the Population Limit under Talagrand's Inequality T1
Adil Salim, Lukang Sun, Peter Richtárik
Stein Variational Gradient Descent (SVGD) is an algorithm for sampling from a target density which is known up to a multiplicative constant. Although SVGD is a popular algorithm in…
math.OC2021★ 3 cited
An Optimal Algorithm for Strongly Convex Minimization under Affine Constraints
Adil Salim, Laurent Condat, Dmitry Kovalev +1
Optimization problems under affine constraints appear in various areas of machine learning. We consider the task of minimizing a smooth strongly convex function F(x) under the affi…