24 citations · 86 across the 22 of their papers we have counts for
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3 papers · 1 filter
cs.LG2020★ 1 cited
MixCon: Adjusting the Separability of Data Representations for Harder Data Recovery
Xiaoxiao Li, Yangsibo Huang, Binghui Peng +2
To address the issue that deep neural networks (DNNs) are vulnerable to model inversion attacks, we design an objective function, which adjusts the separability of the hidden data…
cs.LG2020
Training (Overparametrized) Neural Networks in Near-Linear Time
Jan van den Brand, Binghui Peng, Zhao Song +1
The slow convergence rate and pathological curvature issues of first-order gradient methods for training deep neural networks, initiated an ongoing effort for developing faster $\m…
cs.GT2020★ 6 cited
Hedging in games: Faster convergence of external and swap regrets
Xi Chen, Binghui Peng
We consider the setting where players run the Hedge algorithm or its optimistic variant to play an -action game repeatedly for rounds. 1) For two-player games, we show that…