22 citations · 79 across the 22 of their papers we have counts for
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stat.ML2023★ 1 cited
Sketchy: Memory-efficient Adaptive Regularization with Frequent Directions
Vladimir Feinberg, Xinyi Chen, Y. Jennifer Sun +2
Adaptive regularization methods that exploit more than the diagonal entries exhibit state of the art performance for many tasks, but can be prohibitive in terms of memory and runni…
stat.ML2021★ 2 cited
A Deep Reinforcement Learning Approach towards Pendulum Swing-up Problem based on TF-Agents
Yifei Bi, Xinyi Chen, Caihui Xiao
Adapting the idea of training CartPole with Deep Q-learning agent, we are able to find a promising result that prevent the pole from falling down. The capacity of reinforcement lea…