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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)

High Dimensional Bayesian Optimization using Lasso Variable Selection AISTATS 2025 High-Dimensional Prediction for Sequential Decision Making ICML 2025 High-Dimensional Tensor Regression With Oracle Properties ICML 2025 High School Course Scheduling: Student Preferences and Fairness Constraints (Student Abstract) AAAI 2025 HiNeuS: High-fidelity Neural Surface Mitigating Low-texture and Reflective Ambiguity ICCV 2025 HotSpot: Signed Distance Function Optimization with an Asymptotically Sufficient Condition CVPR 2025 How Many Lines to Paint the City: Exact Edge-Cover in Temporal Graphs AAAI 2025 How rotation invariant algorithms are fooled by noise on sparse targets ALT 2025 How to Find the Exact Pareto Front for Multi-Objective MDPs? ICLR 2025 How to Resolve Envy by Adding Goods IJCAI 2025 How Well Does First-Token Entropy Approximate Word Entropy as a Psycholinguistic Predictor? IJCNLP 2025 HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs AAAI 2025 Humans as Checkerboards: Calibrating Camera Motion Scale for World-Coordinate Human Mesh Recovery ICCV 2025 Hypergraph Learning for Unsupervised Graph Alignment via Optimal Transport AAAI 2025 Hyperparametric Robust and Dynamic Influence Maximization AAAI 2025 Hypothesis Testing for Generalized Thurstone Models ICML 2025 Imperative MPC: An End-to-End Self-Supervised Learning with Differentiable MPC for UAV Attitude Control L4DC 2025 Implicit Bias of Gradient Descent for Non-Homogeneous Deep Networks ICML 2025 Implicit Diffusion: Efficient optimization through stochastic sampling AISTATS 2025 Implicit Riemannian Optimism with Applications to Min-Max Problems ICML 2025 Importance Sampling for Nonlinear Models ICML 2025 Improved Algorithms for Effective Resistance Computation on Graphs COLT 2025 Improved algorithms for learning quantum Hamiltonians, via flat polynomials COLT 2025 Improved and Oracle-Efficient Online ℓ_1-Multicalibration ICML 2025 Improved Approximation Algorithms for k-Submodular Maximization via Multilinear Extension ICLR 2025