conftrace_

mixed-integer programming

64 papers

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Also known as

MIP

Co-occurring keywords

combinatorial optimization (1039) neural network (6616) decision tree (322) mixed-integer program (7) convex optimization (1321) mixed-integer linear programming (26) graph neural network (3962) linear programming (227) discrete optimization (145) branch and bound (119)

Papers

Neural Lyapunov Control for Discrete-Time Systems NIPS 2023
Certified Invertibility in Neural Networks via Mixed-Integer Programming L4DC 2023
Two-phase Attacks in Security Games UAI 2023
Non-Euclidean Motion Planning with Graphs of Geodesically-Convex Sets RSS 2023
Efficient Map Sparsification Based on 2D and 3D Discretized Grids CVPR 2023
Optimal Decision Tree Policies for Markov Decision Processes IJCAI 2023
Optimal Decision Diagrams for Classification AAAI 2023
A Scalable Deterministic Global Optimization Algorithm for Training Optimal Decision Tree NIPS 2022
An Algorithm for Learning Switched Linear Dynamics from Data NIPS 2022
Robust Optimal Classification Trees against Adversarial Examples AAAI 2022
Minimax Optimization: The Case of Convex-Submodular AISTATS 2022
Constrained Discrete Black-Box Optimization using Mixed-Integer Programming ICML 2022
MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers AAAI 2022
Global Optimization of K-Center Clustering ICML 2022
Constrained Prescriptive Trees via Column Generation AAAI 2022
Interpretable Clustering via Multi-Polytope Machines AAAI 2022
Neur2SP: Neural Two-Stage Stochastic Programming NIPS 2022
Scalable design of Error-Correcting Output Codes using Discrete Optimization with Graph Coloring NIPS 2022
Learning Binary Decision Trees by Argmin Differentiation ICML 2021
Optimal Counterfactual Explanations in Tree Ensembles ICML 2021
Lyapunov-stable neural-network control RSS 2021
Synthetic Design: An Optimization Approach to Experimental Design with Synthetic Controls NIPS 2021
Data-Driven Multimodal Patrol Planning for Anti-poaching AAAI 2021
Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing NIPS 2020
DACE: Distribution-Aware Counterfactual Explanation by Mixed-Integer Linear Optimization IJCAI 2020