Xia, Eric

1. Instance-optimality in optimal value estimation: Adaptivity via\n variance-reduced Q-learning
   2021/06/27 by Koulik Khamaru, Khamaru, Koulik, Eric Xia +5 · 4 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
2. Prediction Aided by Surrogate Training
   2024/12/12 by Eric Xia, Martin J. Wainwright, Xia, Eric +1 · 4 citations
   Computer Science · #FOS: Mathematics #Machine Learning and Data Classification #Statistics Theory (math.ST)
3. Posterior Distribution for the Number of Clusters in Dirichlet Process Mixture Models
   2019/05/23 by Yang, Chiao-Yu, Xia, Eric, Ho, Nhat +1 · 1 citation
   #62C10 #62G20 #62G99 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
4. Instance-Dependent Confidence and Early Stopping for Reinforcement Learning
   2022/01/21 by Koulik Khamaru, Khamaru, Koulik, Eric Xia +5 · 1 citation
   Business, Management and Accounting · Computer Science · Decision Sciences · #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Supply Chain and Inventory Management