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Sun, Chunlin

  1. Predict-then-Calibrate: A New Perspective of Robust Contextual LP
    2023/05/25 by Chunlin Sun, Sun, Chunlin, Linyu Liu +3 · 5 citations
    Decision Sciences · Mathematics · #90C05 (Secondary) #90C15 (Primary) #Advanced Statistical Process Monitoring #FOS: Mathematics #Optimization and Control (math.OC) #Risk and Portfolio Optimization #Statistical Methods and Inference
  2. Learning to Make Adherence-Aware Advice
    2023/10/01 by Chen, Guanting, Li, Xiaocheng, Sun, Chunlin +1 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  3. An Adaptive State Aggregation Algorithm for Markov Decision Processes
    2021/07/23 by Guanting Chen, Chen, Guanting, Johann Demetrio Gaebler +7 · 1 citation
    Computer Science · #Bayesian Modeling and Causal Inference #Data Stream Mining Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
  4. The Symmetry between Arms and Knapsacks: A Primal-Dual Approach for Bandits with Knapsacks
    2021/02/12 by Xiaocheng Li, Chunlin Sun, Li, Xiaocheng +3 · 1 citation
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Optimization and Search Problems #Smart Grid Energy Management