Combinatorial Optimization

Individual Fairness under Group Fairness Constraints in Bipartite Matching - One Framework to Approximate Them All IJCAI 2024 Individualized Privacy Accounting via Subsampling with Applications in Combinatorial Optimization ICML 2024 Inductive Invariants That Spark Joy: Using Invariant Taxonomies to Streamline Distributed Protocol Proofs OSDI 2024 Informative Path Planning with Limited Adaptivity AISTATS 2024 Instantiations and Computational Aspects of Non-Flat Assumption-based Argumentation IJCAI 2024 Intertwining CP and NLP: The Generation of Unreasonably Constrained Sentences IJCAI 2024 I/O Complexity of Attention, or How Optimal is FlashAttention? ICML 2024 Iterative Methods via Locally Evolving Set Process NeurIPS 2024 ItiNera: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning EMNLP 2024 KD-Club: An Efficient Exact Algorithm with New Coloring-Based Upper Bound for the Maximum k-Defective Clique Problem AAAI 2024 Knowledge Compilation for Incremental and Checkable Stochastic Boolean Satisfiability IJCAI 2024 Label Consistency-based Worker Filtering for Crowdsourcing UAI 2024 Large-Scale Multi-Robot Coverage Path Planning via Local Search AAAI 2024 Learning-Augmented Approximation Algorithms for Maximum Cut and Related Problems NeurIPS 2024 Learning Cut Generating Functions for Integer Programming NeurIPS 2024 Learning Decision Trees and Forests with Algorithmic Recourse ICML 2024 Learning Encodings for Constructive Neural Combinatorial Optimization Needs to Regret AAAI 2024 Learning Iterative Reasoning through Energy Diffusion ICML 2024 Learning Multiple Secrets in Mastermind ICML 2024 Learning Solution-Aware Transformers for Efficiently Solving Quadratic Assignment Problem ICML 2024 Learning Spanning Forests Optimally in Weighted Undirected Graphs with CUT queries ALT 2024 Learning to Build Solutions in Stochastic Matching Problems Using Flows (Student Abstract) AAAI 2024 Learning to Handle Complex Constraints for Vehicle Routing Problems NeurIPS 2024 Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problem UAI 2024 Learning to Remove Cuts in Integer Linear Programming ICML 2024