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20182025
most citedOn the Almost Sure Convergence of Stochastic Gradient Descent in Non-Convex Problems

37 citations · 60 across the 12 of their papers we have counts for

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cs.LG2018★ 1 cited

Efficient learning of smooth probability functions from Bernoulli tests with guarantees

Paul Rolland, Ali Kavis, Alex Immer +2

We study the fundamental problem of learning an unknown, smooth probability function via pointwise Bernoulli tests. We provide a scalable algorithm for efficiently solving this pro…