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Discrete Optimization

705 directly classified papers

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Papers

Disjoint Partial Enumeration without Blocking Clauses AAAI 2024
SAT-Based Algorithms for Regular Graph Pattern Matching AAAI 2024
DOGE-Train: Discrete Optimization on GPU with End-to-End Training AAAI 2024
Engineering an Exact Pseudo-Boolean Model Counter AAAI 2024
1/2-Approximate MMS Allocation for Separable Piecewise Linear Concave Valuations AAAI 2024
The Moderating Effect of Instant Runoff Voting AAAI 2024
Parameterized Approximation Algorithms for Sum of Radii Clustering and Variants AAAI 2024
Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut NIPS 2024
Non-Convex Joint Community Detection and Group Synchronization via Generalized Power Method AISTATS 2024
Private Edge Density Estimation for Random Graphs: Optimal, Efficient and Robust NIPS 2024
Dealing with Numeric and Metric Time Constraints in PDDL3 via Compilation to Numeric Planning AAAI 2024
Optimal Makespan in a Minute Timespan! A Scalable Multi-Robot Goal Assignment Algorithm for Minimizing Mission Time AAAI 2024
The Complexity of Optimizing Atomic Congestion AAAI 2024
Composing Biases by Using CP to Decompose Minimal Functional Dependencies for Acquiring Complex Formulae AAAI 2024
SAT-Based Tree Decomposition with Iterative Cascading Policy Selection AAAI 2024
Theoretical and Empirical Analysis of Cost-Function Merging for Implicit Hitting Set WCSP Solving AAAI 2024
Symbolic Numeric Planning with Patterns AAAI 2024
Deep Submodular Peripteral Networks NIPS 2024
Encoding Constraints as Binary Constraint Networks Satisfying BTP AAAI 2024
Learning-Augmented Dynamic Submodular Maximization NIPS 2024
Faster Differentially Private Top-$k$ Selection: A Joint Exponential Mechanism with Pruning NIPS 2024
Learning Cut Generating Functions for Integer Programming NIPS 2024
Using Clustering to Strengthen Decision Diagram Bounds for Discrete Optimization AAAI 2024
Multi-Stage Predict+Optimize for (Mixed Integer) Linear Programs NIPS 2024
Personalized PCA: Decoupling Shared and Unique Features JMLR 2024