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Foundations
최적화·학습이론Optimization & Learning Theory
The Road Less Scheduled
Symbolic Discovery of Optimization Algor...Sophia: A Scalable Stochastic Second-ord...
Tensor Programs V: Tuning Large Neural N...
Sharpness-Aware Minimization for Efficie...
The Lottery Ticket Hypothesis: Finding S...Large Batch Optimization for Deep Learni...
Decoupled Weight Decay RegularizationLarge Batch Training of Convolutional Ne...
Training Deep Nets with Sublinear Memory...
홈/최적화·학습이론/2017

최적화·학습이론 — 2017

2편의 논문

ICLR 201910,000+

Decoupled Weight Decay Regularization

분리된 가중치 감쇠 정규화

Ilya Loshchilov, Frank Hutter (2017)

arXiv2,000+

Large Batch Training of Convolutional Networks

합성곱 네트워크의 대규모 배치 학습

Yang You, Igor Gitman, Boris Ginsburg (2017)

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