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20172025
most citedUsing Deep Neural Networks to Automate Large Scale Statistical Analysis for Big Data Applications

6 citations · 17 across the 8 of their papers we have counts for

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cs.LG2025

Rethinking Langevin Thompson Sampling from A Stochastic Approximation Perspective

Weixin Wang, Haoyang Zheng, Guang Lin +2

Most existing approximate Thompson Sampling (TS) algorithms for multi-armed bandits use Stochastic Gradient Langevin Dynamics (SGLD) or its variants in each round to sample from th…