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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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2000
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Papers (including subtopics)

Stochastic Ray Tracing for the Reconstruction of 3D Gaussian Splatting CVPR 2026 Strategy-robust Online Learning in Contextual Pricing ALT 2026 Structure-Aware Encodings of Argumentation Properties for Clique-width AAAI 2026 ST-TPP: Learning Semi-Transductive Temporal Point Processes with Gromov-Wasserstein Barycentric Regularization AAAI 2026 Submodel Extraction for Efficient and Personalized Federated Learning via Optimal Transport CVPR 2026 Superior Runtime Guarantees for the MOEA/D Multi-Objective Optimizer via Weighted-Sum Decomposition AAAI 2026 Svalinn: Overload Control in Large-Scale Servers with Multiple Resource Bottlenecks OSDI 2026 T1-PILOT: Physics-Informed Learned Optimized Trajectories for T1 Mapping Acceleration MIDL 2026 Task Assignment meets Annotator Modeling: Human-LLM Collaborative Annotation with Constraints ACL 2026 The Cost and Complexity of Minimizing Envy in House Allocations (Abstract Reprint) AAAI 2026 The GOODPUT System: A Machine Learning-Driven Optimization Framework for Dynamic Spectrum Control in Heterogeneous WLANs NSDI 2026 The Hidden Cost of Approximation in Online Mirror Descent COLT 2026 The Limitations and Power of NP-Oracle Based Functional Synthesis Techniques AAAI 2026 The matrix-vector complexity of Ax=b COLT 2026 Theoretical and Empirical Analysis of Lehmer Codes to Search Permutation Spaces with Evolutionary Algorithms AAAI 2026 The PID Controller Strikes Back: Classical Controller Helps Mitigate Barren Plateaus in Noisy Variational Quantum Circuits L4DC 2026 The Planted Number Partitioning Problem ALT 2026 The Power of Initial Investigation in Audit Games AAAI 2026 The Sample Complexity of Parameter-Free Stochastic Convex Optimization JMLR 2026 Tight Bounds for Logistic Regression with Large Stepsize Gradient Descent in Low Dimension COLT 2026 Tight Long-Term Tail Decay of (Clipped) SGD in Non-Convex Optimization COLT 2026 Tight rates of approximation of mixed Nash equilibria by entropy regularization in continuous games UAI 2026 Token Reduction via Local and Global Contexts Optimization for Efficient Video Large Language Models CVPR 2026 Topological Dynamics via Learned Hybrid Systems L4DC 2026 Towards a Rigorous Understanding of the Population Dynamics of the NSGA-III: Tight Runtime Bounds AAAI 2026