linear programming

Trade the System Efficiency for the Income Equality of Drivers in Rideshare IJCAI 2020 Understanding spiking networks through convex optimization NeurIPS 2020 A Convex Relaxation Barrier to Tight Robustness Verification of Neural Networks NeurIPS 2019 A Unified Approach to Online Matching with Conflict-Aware Constraints AAAI 2019 Faster width-dependent algorithm for mixed packing and covering LPs NeurIPS 2019 Learning Optimal Linear Regularizers ICML 2019 Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization AAAI 2019 New Convex Relaxations for MRF Inference With Unknown Graphs ICCV 2019 Optimal Interdiction of Urban Criminals with the Aid of Real-Time Information AAAI 2019 Predict+Optimise with Ranking Objectives: Exhaustively Learning Linear Functions IJCAI 2019 Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach AAAI 2019 Reallocating Multiple Facilities on the Line IJCAI 2019 Robustness Verification of Classification Deep Neural Networks via Linear Programming CVPR 2019 Solving Empirical Risk Minimization in the Current Matrix Multiplication Time COLT 2019 Sparse Reject Option Classifier Using Successive Linear Programming AAAI 2019 Steady-State Policy Synthesis for Verifiable Control IJCAI 2019 The Price of Local Fairness in Multistage Selection IJCAI 2019 Variance Reduction for Matrix Games NeurIPS 2019 An explicit analysis of the entropic penalty in linear programming COLT 2018 A Two-Step Computation of the Exact GAN Wasserstein Distance ICML 2018 Linear Satisfiability Preserving Assignments (Extended Abstract) IJCAI 2018 LP Heuristics over Conjunctions: Compilation, Convergence, Nogood Learning IJCAI 2018 On the interaction between Autonomous Mobility-on-Demand systems and the power network: models and coordination algorithms RSS 2018 Partial Optimality and Fast Lower Bounds for Weighted Correlation Clustering ICML 2018 Planning and Learning with Stochastic Action Sets IJCAI 2018