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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)

Linearized Wasserstein Barycenters: Synthesis, Analysis, Representational Capacity, and Applications AISTATS 2025 Linear Mode Connectivity between Multiple Models modulo Permutation Symmetries ICML 2025 Linear Streaming Bandit: Regret Minimization and Fixed-Budget Epsilon-Best Arm Identification AAAI 2025 Linear Submodular Maximization with Bandit Feedback AISTATS 2025 Linear Supervision for Nonlinear, High-Dimensional Neural Control and Differential Games L4DC 2025 Linear Trading Position with Sparse Spectrum IJCAI 2025 Lipschitz Bandits in Optimal Space ICLR 2025 List Update with Prediction AAAI 2025 LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation EMNLP 2025 Local convergence of simultaneous min-max algorithms to differential equilibrium on Riemannian manifold ICLR 2025 Locally Private Sampling with Public Data AISTATS 2025 LoCoDL: Communication-Efficient Distributed Learning with Local Training and Compression ICLR 2025 Logarithmic Approximations for Fair k-Set Selection IJCAI 2025 Logarithmic Regret for Unconstrained Submodular Maximization Stochastic Bandit ALT 2025 Logarithmic regret of exploration in average reward Markov decision processes COLT 2025 Losing Momentum in Continuous-time Stochastic Optimisation JMLR 2025 Lower Bound on Howard Policy Iteration for Deterministic Markov Decision Processes UAI 2025 LP-Based Weighted Model Integration over Non-Linear Real Arithmetic IJCAI 2025 MaDCoW: Marginal Distortion Correction for Wide-Angle Photography with Arbitrary Objects CVPR 2025 Maintaining Proportional Committees with Dynamic Candidate Sets ICML 2025 MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation ICLR 2025 Market Making without Regret COLT 2025 Massively Parallel Continuous Local Search for Hybrid SAT Solving on GPUs AAAI 2025 Matrix Completion with Incomplete Side Information via Orthogonal Complement Projection ICML 2025 Matrix-Free Shared Intrinsics Bundle Adjustment CVPR 2025