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Optimization

14,850 papers (55 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Continuous Optimization (4,424) Stochastic Methods (2,991) Combinatorial Optimization (2,615) Online Algorithms (2,404) Optimization (1,521) Game Theory (1,046) Convex Optimization (864) Discrete Optimization (721) Optimal Transport (474) Sparse Optimization (416) Optimal Control (271) Global Optimization (200) Non-Convex Optimization (182) Distributed Learning (164) Approximation Algorithms (162) Multi-Objective Optimization (151) Distributed Optimization (136) Bayesian Optimization (132) Theory (109) Compressed Sensing (102) Algorithms (89) Robust Optimization (86) Submodular Optimization (77) Kernel Methods (75) Evolutionary Algorithm (72) Linear Programming (54) Tensor Decomposition (48) Bilevel Optimization (42) Integer Programming (38) Matrix Completion (33) Algorithm (21) Regularization (11)

Papers per year

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16
133
440
1,353
1,441
2000
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Papers (including subtopics)

Searching for and Avoiding Hidden Sets Using Queries with Local Feedback AAAI 2025 Search Strategy Generation for Branch and Bound Using Genetic Programming AAAI 2025 Secant Line Search for Frank-Wolfe Algorithms ICML 2025 Second-order Information Promotes Mini-Batch Robustness in Variance-Reduced Gradients JMLR 2025 Second-Order Min-Max Optimization with Lazy Hessians ICLR 2025 Securing Equal Share: A Principled Approach for Learning Multiplayer Symmetric Games ICML 2025 SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization ACL 2025 Selective Inference with Distributed Data JMLR 2025 Self-Clocked Round-Robin Packet Scheduling NSDI 2025 Self-Directed Node Classification on Graphs ALT 2025 Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment ACL 2025 Self-supervised Optimality-Guided Learning of Speech Articulation Interspeech 2025 Semi-Clairvoyant Scheduling of Speculative Decoding Requests to Minimize LLM Inference Latency IJCAI 2025 Sequential Stochastic Combinatorial Optimization Using Hierarchal Reinforcement Learning ICLR 2025 SERENA: A Unified Stochastic Recursive Variance Reduced Gradient Framework for Riemannian Non-Convex Optimization ICML 2025 Set-Based Retrograde Analysis: Precomputing the Solution to 28-card Bridge Double Dummy Deals IJCAI 2025 Settling the Maximin Share Fairness for Scheduling among Groups of Machines ICML 2025 SFESS: Score Function Estimators for k-Subset Sampling ICLR 2025 SGD with memory: fundamental properties and stochastic acceleration ICLR 2025 Shapley-PC: Constraint-based Causal Structure Learning with a Shapley Inspired Framework CLeaR 2025 Sharp bounds on aggregate expert error ALT 2025 Sharper Bounds for Chebyshev Moment Matching, with Applications COLT 2025 Sharpness-Aware Black-Box Optimization ICLR 2025 Shoal++: High Throughput DAG BFT Can Be Fast and Robust! NSDI 2025 Should Decision-Makers Reveal Classifiers in Online Strategic Classification? ICML 2025