26 citations · 76 across the 19 of their papers we have counts for
Showing 2022 · cs.LGShow all
3 papers · 2 filters
cs.LG2022★ 1 cited
Online Policy Optimization for Robust MDP
Jing Dong, Jingwei Li, Baoxiang Wang +1
Reinforcement learning (RL) has exceeded human performance in many synthetic settings such as video games and Go. However, real-world deployment of end-to-end RL models is less com…
cs.LG2022★ 3 cited
Benign Overfitting in Classification: Provably Counter Label Noise with Larger Models
Kaiyue Wen, Jiaye Teng, Jingzhao Zhang
Studies on benign overfitting provide insights for the success of overparameterized deep learning models. In this work, we examine whether overfitting is truly benign in real-world…
cs.LG2022★ 1 cited
EVBattery: A Large-Scale Electric Vehicle Dataset for Battery Health and Capacity Estimation
Haowei He, Jingzhao Zhang, Yanan Wang +9
Electric vehicles (EVs) play an important role in reducing carbon emissions. As EV adoption accelerates, safety issues caused by EV batteries have become an important research topi…