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Yang Cai

  1. Optimal Multi-Dimensional Mechanism Design: Reducing Revenue to Welfare Maximization
    2012/07/23 by Yang Cai, Constantinos Daskalakis, Cai, Yang +3 · 4 citations
    Business, Management and Accounting · Decision Sciences · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Supply Chain and Inventory Management
  2. A Duality-Based Unified Approach to Bayesian Mechanism Design
    2018/12/04 by Yang Cai, Cai, Yang, Nikhil R. Devanur +3 · 4 citations
    Decision Sciences · Business, Management and Accounting · #Auction Theory and Applications #Consumer Market Behavior and Pricing #Supply Chain and Inventory Management
  3. Doubly Optimal No-Regret Learning in Monotone Games
    2023/01/30 by Yang Cai, Weiqiang Zheng, Cai, Yang +1 · 4 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Computer Science and Game Theory (cs.GT) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  4. Learning Safe Policies with Expert Guidance
    2018/05/21 by Jessie Huang, Huang, Jessie, Fa Wu +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  5. Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms
    2024/06/15 by Yang Cai, Cai, Yang, Gabriele Farina +11 · 4 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
  6. Provable Partially Observable Reinforcement Learning with Privileged Information
    2024/12/01 by Yang Cai, Cai, Yang, Xiangyu Liu +5 · 5 citations
    Computer Science · Engineering · #Reinforcement Learning in Robotics #Elevator Systems and Control #Adaptive Dynamic Programming Control
  7. Accelerated Algorithms for Constrained Nonconvex-Nonconcave Min-Max Optimization and Comonotone Inclusion
    2022/06/10 by Yang Cai, Cai, Yang, Argyris Oikonomou +3 · 2 citations
    Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  8. Joint Compute-Caching-Communication Control for Online Data-Intensive Service Delivery
    2022/05/04 by Yang Cai, Jaime Llorca, Cai, Yang +5 · 2 citations
    Computer Science · #Caching and Content Delivery #Opportunistic and Delay-Tolerant Networks #Mobile Ad Hoc Networks
  9. Near-Optimal Policy Optimization for Correlated Equilibrium in General-Sum Markov Games
    2024/01/26 by Yang Cai, Cai, Yang, Haipeng Luo +5 · 3 citations
    Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Economic theories and models #FOS: Computer and information sciences #FOS: Mathematics #Game Theory and Applications #Machine Learning (cs.LG) #Optimization and Control (math.OC)
  10. Is Selling Complete Information (Approximately) Optimal?
    2022/02/18 by Dirk Bergemann, Bergemann, Dirk, Yang Cai +5 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Voting Systems
  11. On Simple Mechanisms for Dependent Items
    2021/06/21 by Yang Cai, Cai, Yang, Argyris Oikonomou +1 · 1 citation
    Business, Management and Accounting · Decision Sciences · Mathematics · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Markov Chains and Monte Carlo Methods
  12. The influence of the community climate on users’ knowledge-sharing intention: the social cognitive theory perspective
    2020/08/14 by Yang Cai, Wendian Shi · 1 citation
    Social Sciences · Computer Science · #Knowledge Management and Sharing #Expert finding and Q&A systems #Digital Marketing and Social Media
  13. Recommender Systems meet Mechanism Design
    2021/10/25 by Yang Cai, Cai, Yang, Constantinos Daskalakis +1 · 1 citation
    Business, Management and Accounting · Computer Science · #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Recommender Systems and Techniques
  14. Tight Last-Iterate Convergence of the Extragradient and the Optimistic Gradient Descent-Ascent Algorithm for Constrained Monotone Variational Inequalities
    2022/04/20 by Yang Cai, Argyris Oikonomou, Cai, Yang +3 · 1 citation
    Computer Science · Engineering · #Computer Science and Game Theory (cs.GT) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  15. User Response in Ad Auctions: An MDP Formulation of Long-Term Revenue Optimization
    2023/02/16 by Yang Cai, Zhe Chuan Feng, Cai, Yang +6 · 1 citation
    Business, Management and Accounting · Decision Sciences · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #Digital Platforms and Economics #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. Ultra-Reliable Distributed Cloud Network Control with End-to-End Latency Constraints
    2022/05/05 by Yang Cai, Jaime Llorca, Cai, Yang +5 · 2 citations
    Computer Science · #Age of Information Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G #Systems and Control (eess.SY) #electronic engineering #information engineering
  17. From Average-Iterate to Last-Iterate Convergence in Games: A Reduction and Its Applications
    2025/06/04 by Yang Cai, Cai, Yang, Haipeng Luo +5 · 2 citations
    Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Stochastic Gradient Optimization Techniques #Game Theory and Applications
  18. PerceptDrive: Perception Prior World-Action Modeling with Adaptive Expert Routing for End-to-End Autonomous Driving
    2026/07/22 by Yushan Liu, Tianxiong Lv, Bohua Wang +11
    #cs.CV