Showing 1–20 of 23 results
/ Date/ Name
Nov 24, 2013Robust Low-rank Tensor Recovery: Models and AlgorithmsNov 16, 2014HIPAD - A Hybrid Interior-Point Alternating Direction algorithm for knowledge-based SVM and feature selectionFeb 28, 2023A Unified Representation Framework for Rideshare Marketplace Equilibrium and EfficiencyMay 4, 2011Structured Sparsity via Alternating Direction MethodsMay 3, 2021Reinforcement Learning for Ridesharing: An Extended SurveyFeb 16, 2014Joint Variable Selection for Data Envelopement Analysis via Group SparsityMar 8, 2021Real-world Ride-hailing Vehicle Repositioning using Deep Reinforcement LearningAug 7, 2011An Alternating Direction Method for Total Variation DenoisingMay 27, 2019CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing PlatformsJan 2, 2019Cost-sensitive Selection of Variables by Ensemble of Model SequencesMay 18, 2021Value Function is All You Need: A Unified Learning Framework for Ride Hailing PlatformsJun 8, 2021A Deep Value-network Based Approach for Multi-Driver Order DispatchingNov 6, 2022Spatio-temporal Incentives Optimization for Ride-hailing Services with Offline Deep Reinforcement LearningOct 7, 2019Multi-Agent Reinforcement Learning for Order-dispatching via Order-Vehicle Distribution MatchingMay 3, 2023Sim2Rec: A Simulator-based Decision-making Approach to Optimize Real-World Long-term User Engagement in Sequential Recommender SystemsJul 25, 2024Causal Deepsets for Off-policy Evaluation under Spatial or Spatio-temporal InterferencesNov 11, 2018Optimizing Taxi Carpool Policies via Reinforcement Learning and Spatio-Temporal MiningAug 28, 2019Similarity Kernel and Clustering via Random Projection ForestsJul 12, 2019Environment Reconstruction with Hidden Confounders for Reinforcement Learning based RecommendationFeb 10, 2022Reinforcement Learning in the Wild: Scalable RL Dispatching Algorithm Deployed in Ridehailing Marketplace