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20192026
most citedOptimization Theory for ReLU Neural Networks Trained with Normalization Layers

13 citations · 17 across the 10 of their papers we have counts for

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cs.LG2019

Wasserstein Diffusion Tikhonov Regularization

Alex Tong Lin, Yonatan Dukler, Wuchen Li +1

We propose regularization strategies for learning discriminative models that are robust to in-class variations of the input data. We use the Wasserstein-2 geometry to capture seman…

physics.flu-dyn2019

A theory for undercompressive shocks in tears of wine

Yonatan Dukler, Hangjie Ji, Claudia Falcon +1

We revisit the tears of wine problem for thin films in water-ethanol mixtures and present a new model for the climbing dynamics. The new formulation includes a Marangoni stress bal…