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Discrete Optimization

705 directly classified papers

Papers per year

Papers

Learning to Stop Cut Generation for Efficient Mixed-Integer Linear Programming AAAI 2024
Fair Allocation of Items in Multiple Regions AAAI 2024
Paths, Proofs, and Perfection: Developing a Human-Interpretable Proof System for Constrained Shortest Paths AAAI 2024
On Sparse Canonical Correlation Analysis NIPS 2024
Accelerating Matroid Optimization through Fast Imprecise Oracles NIPS 2024
Almost Envy-Free Allocations of Indivisible Goods or Chores with Entitlements AAAI 2024
SAT-Based Algorithms for Regular Graph Pattern Matching AAAI 2024
Weighted Envy-Freeness for Submodular Valuations AAAI 2024
Deep Learning-Based Alternative Route Computation AISTATS 2024
Private Edge Density Estimation for Random Graphs: Optimal, Efficient and Robust NIPS 2024
Dynamic Budget Throttling in Repeated Second-Price Auctions AAAI 2024
First Passage Percolation with Queried Hints AISTATS 2024
A Fixed-Parameter Tractable Algorithm for Counting Markov Equivalence Classes with the Same Skeleton AAAI 2024
Spatial Voting with Incomplete Voter Information AAAI 2024
LP-based Construction of DC Decompositions for Efficient Inference of Markov Random Fields AISTATS 2024
Nearly Equitable Allocations beyond Additivity and Monotonicity AAAI 2024
Guide to Numerical Experiments on Elections in Computational Social Choice IJCAI 2024
ParaILP: A Parallel Local Search Framework for Integer Linear Programming with Cooperative Evolution Mechanism IJCAI 2024
Envy-Free House Allocation under Uncertain Preferences AAAI 2024
Two-Sided Facility Location Games IJCAI 2024
Learning Diffusions under Uncertainty AAAI 2024
INFORMEDQX: Informed Conflict Detection for Over-Constrained Problems AAAI 2024
Theoretical Aspects of Generating Instances with Unique Solutions: Pre-assignment Models for Unique Vertex Cover AAAI 2024
Fair Lotteries for Participatory Budgeting AAAI 2024
Online Submodular Maximization via Online Convex Optimization AAAI 2024