conftrace_

linear programming

227 papers

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Also known as

LP

Co-occurring keywords

combinatorial optimization (1039) convex optimization (1321) graphical model (864) map inference (130) approximation algorithm (630) markov decision process (790) linear programming relaxation (40) reinforcement learning (4352) neural network verification (106) linear program (26)

Papers

Reinforcement Learning of Risk-Constrained Policies in Markov Decision Processes AAAI 2020
DLWL: Improving Detection for Lowshot Classes With Weakly Labelled Data CVPR 2020
Sparsified Linear Programming for Zero-Sum Equilibrium Finding ICML 2020
Improved Vector Pruning in Exact Algorithms for Solving POMDPs UAI 2020
Finer Metagenomic Reconstruction via Biodiversity Optimization NIPS 2020
Understanding spiking networks through convex optimization NIPS 2020
Trade the System Efficiency for the Income Equality of Drivers in Rideshare IJCAI 2020
Learning Linear Programs from Optimal Decisions NIPS 2020
New Convex Relaxations for MRF Inference With Unknown Graphs ICCV 2019
Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization AAAI 2019
A Convex Relaxation Barrier to Tight Robustness Verification of Neural Networks NIPS 2019
Learning Optimal Linear Regularizers ICML 2019
Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach AAAI 2019
Optimal Interdiction of Urban Criminals with the Aid of Real-Time Information AAAI 2019
Steady-State Policy Synthesis for Verifiable Control IJCAI 2019
Sparse Reject Option Classifier Using Successive Linear Programming AAAI 2019
Variance Reduction for Matrix Games NIPS 2019
Faster width-dependent algorithm for mixed packing and covering LPs NIPS 2019
Reallocating Multiple Facilities on the Line IJCAI 2019
Predict+Optimise with Ranking Objectives: Exhaustively Learning Linear Functions IJCAI 2019
The Price of Local Fairness in Multistage Selection IJCAI 2019
Robustness Verification of Classification Deep Neural Networks via Linear Programming CVPR 2019
A Unified Approach to Online Matching with Conflict-Aware Constraints AAAI 2019
Solving Empirical Risk Minimization in the Current Matrix Multiplication Time COLT 2019
Partial Optimality and Fast Lower Bounds for Weighted Correlation Clustering ICML 2018