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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
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440
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2000
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Papers (including subtopics)

Tracking Most Significant Shifts in Infinite-Armed Bandits ICML 2025 Tracking The Best Expert Privately ICML 2025 Trade-Offs Between Information and Crowding in Sequential Decisions (Student Abstract) AAAI 2025 Trading Off Quality and Uncertainty Through Multi-Objective Optimisation in Batch Bayesian Optimisation AAAI 2025 Traffic Scenario Logic: A Spatial-Temporal Logic for Modeling and Reasoning of Urban Traffic Scenarios AAAI 2025 Training-Free Voice Conversion with Factorized Optimal Transport Interspeech 2025 Trajectory Inference with Smooth Schrödinger Bridges ICML 2025 Transolver++: An Accurate Neural Solver for PDEs on Million-Scale Geometries ICML 2025 Triple-Optimistic Learning for Stochastic Contextual Bandits with General Constraints ICML 2025 Truthfulness of Decision-Theoretic Calibration Measures COLT 2025 TSDF-Based Efficient Motion-Compensated Temporal Interpolation for 3D Dynamic Sequences AAAI 2025 TSP: A Two-Sided Smoothed Primal-Dual Method for Nonconvex Bilevel Optimization ICML 2025 Tuning-Free Bilevel Optimization: New Algorithms and Convergence Analysis ICLR 2025 Tuning Sequential Monte Carlo Samplers via Greedy Incremental Divergence Minimization ICML 2025 TurboReg: TurboClique for Robust and Efficient Point Cloud Registration ICCV 2025 Two-Timescale Gradient Descent Ascent Algorithms for Nonconvex Minimax Optimization JMLR 2025 UltraTWD: Optimizing Ultrametric Trees for Tree-Wasserstein Distance ICML 2025 Unbalanced Kantorovich-Rubinstein distance, plan, and barycenter on nite spaces: A statistical perspective JMLR 2025 Unbiased and Sign Compression in Distributed Learning: Comparing Noise Resilience via SDEs AISTATS 2025 Unconstrained Robust Online Convex Optimization ICML 2025 Understanding EFX Allocations: Counting and Variants AAAI 2025 Understanding Generalization in Quantum Machine Learning with Margins ICML 2025 Understanding Input Selectivity in Mamba: Impact on Approximation Power, Memorization, and Associative Recall Capacity ICML 2025 Understanding the Kronecker Matrix-Vector Complexity of Linear Algebra ICML 2025 Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search ICLR 2025