310 citations · 496 across the 14 of their papers we have counts for
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cs.LG2017
Learning Local Feature Aggregation Functions with Backpropagation
Angelos Katharopoulos, Despoina Paschalidou, Christos Diou +1
This paper introduces a family of local feature aggregation functions and a novel method to estimate their parameters, such that they generate optimal representations for classific…
cs.LG2017★ 48 cited
Biased Importance Sampling for Deep Neural Network Training
Angelos Katharopoulos, François Fleuret
Importance sampling has been successfully used to accelerate stochastic optimization in many convex problems. However, the lack of an efficient way to calculate the importance stil…