137 citations · 656 across the 54 of their papers we have counts for
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math.OC2015★ 3 cited
Semi-proximal Mirror-Prox for Nonsmooth Composite Minimization
Niao He, Zaid Harchaoui
We propose a new first-order optimisation algorithm to solve high-dimensional non-smooth composite minimisation problems. Typical examples of such problems have an objective that d…
cs.LG2015★ 42 cited
Provable Bayesian Inference via Particle Mirror Descent
Bo Dai, Niao He, Hanjun Dai +1
Bayesian methods are appealing in their flexibility in modeling complex data and ability in capturing uncertainty in parameters. However, when Bayes' rule does not result in tracta…