62 citations · 423 across the 54 of their papers we have counts for
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cs.LG2021
Generalization Bounds for Stochastic Gradient Langevin Dynamics: A Unified View via Information Leakage Analysis
Bingzhe Wu, Zhicong Liang, Yatao Bian +3
Recently, generalization bounds of the non-convex empirical risk minimization paradigm using Stochastic Gradient Langevin Dynamics (SGLD) have been extensively studied. Several the…
cs.CR2021★ 2 cited
Dimming Down LED: An Open-source Threshold Implementation on Light Encryption Device (LED) Block Cipher
Yuan Yao, Mo Yang, Pantea Kiaei +1
Lightweight block ciphers have been widely used in applications such as RFID tags, IoTs, and network sensors. Among them, with comparable parameters, the Light Encryption Device (L…
cs.AI2021★ 16 cited
A Note on Learning Rare Events in Molecular Dynamics using LSTM and Transformer
Wenqi Zeng, Siqin Cao, Xuhui Huang +1
Recurrent neural networks for language models like long short-term memory (LSTM) have been utilized as a tool for modeling and predicting long term dynamics of complex stochastic m…