Hu, Yichun

1. Fast Rates for Contextual Linear Optimization
   2020/11/05 by Yichun Hu, Hu, Yichun, Nathan Kallus +3 · 6 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Statistics Theory (math.ST)
2. Smooth Contextual Bandits: Bridging the Parametric and Non-differentiable Regret Regimes
   2019/09/05 by Yichun Hu, Nathan Kallus, Hu, Yichun +3 · 4 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Smart Grid Energy Management #Statistics Theory (math.ST)
3. Fast Rates for the Regret of Offline Reinforcement Learning
   2021/01/31 by Yichun Hu, Hu, Yichun, Nathan Kallus +3 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
4. Beyond Entropy: Region Confidence Proxy for Wild Test-Time Adaptation
   2025/05/27 by Zeqing Hu, Hu, Zixuan, Yichun Hu +7 · 4 citations
   Computer Science · #Advanced Vision and Imaging