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20132026
most citedActive Learning for Convolutional Neural Networks: A Core-Set Approach

678 citations · 1.6k across the 28 of their papers we have counts for

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Showing 2019Show all

2 papers · 1 filter

math.OC2019★ 4 cited

A Stochastic Derivative Free Optimization Method with Momentum

Eduard Gorbunov, Adel Bibi, Ozan Sener +2

We consider the problem of unconstrained minimization of a smooth objective function in in setting where only function evaluations are possible. We propose and analy…

math.OC2019

A Stochastic Derivative-Free Optimization Method with Importance Sampling: Theory and Learning to Control

Adel Bibi, El Houcine Bergou, Ozan Sener +2

We consider the problem of unconstrained minimization of a smooth objective function in in a setting where only function evaluations are possible. While importance sampling…