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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)

Best of Both Worlds Guarantees for Equitable Allocations AAAI 2026 Beyond Rule-Based Agents: Active Markov Games for Realistic Multi-Agent Interaction in Autonomous Driving CVPR 2026 Beyond Single Solution: Multi-Hypothesis Deep Unfolding Network for Image Compressive Sensing CVPR 2026 Beyond Tie Points: Satellite Image Block Adjustment based on Dense Feature Consistency CVPR 2026 BiEvLight: Bi-level Learning of Task-Aware Event Refinement for Low-Light Image Enhancement CVPR 2026 Bilevel MCTS for Amortized O(1) Node Selection in Classical Planning AAAI 2026 Binary Split Categorical Feature with Mean Absolute Error Criteria in CART AAAI 2026 BiO-HMC: Dynamic Human-Machine Collaboration for Consensus Decision-Making via Bilevel Optimization AAAI 2026 BiPA: Bilevel Prompt Adaptation for Underwater Instance Segmentation CVPR 2026 BiProLoRA: Bilevel Prompt LoRA for Real Scene Recovery CVPR 2026 Breadth-First Search vs. Restarting Random Walks for Escaping Uninformed Heuristic Regions AAAI 2026 Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO2 Storage AAAI 2026 BTPG-max: Achieving Local Maximal Bidirectional Pairs for Bidirectional Temporal Plan Graphs AAAI 2026 Calibeating Made Simple COLT 2026 CAML: A Conflict-Aware Molecular Language Model Merging Framework for Multi-Constraint Molecular Generation ACL 2026 Canonical Domain Reduction for Partial Counterfactual Identification UAI 2026 Can SGD Select Good Fishermen? Local Convergence under Self-Selection Biases (Extended Abstract) COLT 2026 Center-Outward q-Dominance: A Sample-Computable Proxy for Strong Stochastic Dominance in Stochastic Multi-Objective Optimisation AAAI 2026 Centralized Group Equitability and Individual Envy-Freeness in the Allocation of Indivisible Items AAAI 2026 Chebyshev polynomials meet Nevanlinna-Pick interpolation: An automated procedure for algorithm synthesis L4DC 2026 Choose Wisely: Data-driven Predictive Control for Nonlinear Systems Using Online Data Selection L4DC 2026 ChordEdit: One-Step Low-Energy Transport for Image Editing CVPR 2026 City Sampling for Citizens’ Assemblies AAAI 2026 Classical and Quantum Speedups for Non-Convex Optimization via Energy Conserving Descent UAI 2026 COG: Confidence-aware Optimal Geometric Correspondence for Unsupervised Single-reference Novel Object Pose Estimation CVPR 2026