Integer Programming

AdapTok: Learning Adaptive and Temporally Causal Video Tokenization in a 1D Latent Space CVPR 2026 A Hybrid Learning-to-Optimize Framework for Mixed-Integer Quadratic Programming L4DC 2026 Learning Bayesian Network Classifiers to Minimize Class Variable Parameters JMLR 2026 The GOODPUT System: A Machine Learning-Driven Optimization Framework for Dynamic Spectrum Control in Heterogeneous WLANs NSDI 2026 Verifying Nonlinear Neural Feedback Systems using Polyhedral Enclosures L4DC 2026 Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming ICLR 2025 Global Optimization of Gaussian Process Acquisition Functions Using a Piecewise-Linear Kernel Approximation AISTATS 2025 Integer Programming Based Methods and Heuristics for Causal Graph Learning AISTATS 2025 PhysPDE: Rethinking PDE Discovery and a Physical Hypothesis Selection Benchmark ICLR 2025 Probabilistic Explanations for Regression Models UAI 2025 Learning Cut Generating Functions for Integer Programming NeurIPS 2024 Learning to Stop Cut Generation for Efficient Mixed-Integer Linear Programming AAAI 2024 Light-MILPopt: Solving Large-scale Mixed Integer Linear Programs with Lightweight Optimizer and Small-scale Training Dataset ICLR 2024 Consistent Second-Order Conic Integer Programming for Learning Bayesian Networks JMLR 2023 Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model ICLR 2023 Maximum n-times Coverage for Vaccine Design ICLR 2022 Custom-Design of FDR Encodings: The Case of Red-Black Planning IJCAI 2021 Parameterized Algorithms for MILPs with Small Treedepth AAAI 2021 GOBNILP: Learning Bayesian network structure with integer programming PGM 2020 Scalable Bayesian Network Structure Learning via Maximum Acyclic Subgraph PGM 2020 Reduced Cost Fixing for Maximum Satisfiability IJCAI 2018 Enumeration of Extractive Oracle Summaries EACL 2017 Operation Frames and Clubs in Kidney Exchange IJCAI 2017 Assortment Optimization Under the Mallows model NeurIPS 2016 Hierarchical Clustering via Spreading Metrics NeurIPS 2016