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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
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2000
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Papers (including subtopics)

Increasing Revenue in Efficient Combinatorial Auctions by Learning to Generate Artificial Competition AAAI 2025 Incremental Gradient Descent with Small Epoch Counts is Surprisingly Slow on Ill-Conditioned Problems ICML 2025 In-depth Analysis of Low-rank Matrix Factorisation in a Federated Setting AAAI 2025 Individually Stable Dynamics in Coalition Formation over Graphs AAAI 2025 In-Domain African Languages Translation Using LLMs and Multi-armed Bandits ACL 2025 Informative Input Design for Dynamic Mode Decomposition L4DC 2025 InfVC: An Inference-Enhanced Local Search Algorithm for the Minimum Vertex Cover Problem in Massive Graphs IJCAI 2025 Instability, Computational Efficiency and Statistical Accuracy JMLR 2025 Instance-Dependent Regret Bounds for Learning Two-Player Zero-Sum Games with Bandit Feedback COLT 2025 Instance-Optimal Pure Exploration for Linear Bandits on Continuous Arms ICML 2025 Integer Programming Based Methods and Heuristics for Causal Graph Learning AISTATS 2025 Integral Fast Fourier Color Constancy CVPR 2025 Integral Performance Approximation for Continuous-Time Reinforcement Learning Control ICLR 2025 Integrating Inference and Experimental Design for Contextual Behavioral Model Learning AAAI 2025 Interacting Particle Systems for Fast Linear Quadratic RL L4DC 2025 Interlocking-free Selective Rationalization Through Genetic-based Learning ACL 2025 Interpretable Solutions for Multi-Physics PDEs Using T-NNGP AAAI 2025 Interval Selection with Binary Predictions IJCAI 2025 Inverse Game Theory: An Incenter-Based Approach IJCAI 2025 Inverse Optimization via Learning Feasible Regions ICML 2025 Inverse Optimization with Prediction Market: A Characterization of Scoring Rules for Elciting System States AISTATS 2025 Investment-Driven Social Influence: A Statistical Physics Approach to Advertising Response ACL 2025 IOP: An Idempotent-Like Optimization Method on the Pareto Front of Hypernetwork AAAI 2025 It’s My Data Too: Private ML for Datasets with Multi-User Training Examples ICML 2025 Joint Gradient Balancing for Data Ordering in Finite-Sum Multi-Objective Optimization ICLR 2025