Skip to content
conftrace_

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

1
16
133
440
1,353
1,441
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

Flexible Functional Treatment Effect Estimation JMLR 2026 Flickering Multi-Armed Bandits L4DC 2026 FLOW: Optimal Transport-Driven Feature Warping for Generalized Remote Physiological Measurement CVPR 2026 ForestColl: Throughput-Optimal Collective Communications on Heterogeneous Network Fabrics NSDI 2026 FPT Approximation Algorithms for TSP on Non-Metric Graphs AAAI 2026 Frequency-Aware Affinity for Weakly Supervised Semantic Segmentation CVPR 2026 Function-on-Function Bayesian Optimization AAAI 2026 Game Theory Based Community-Aware Opinion Dynamics AAAI 2026 Generalized-CVO: Fast and Correspondence-Free Local Point Cloud Registration with Second Order Riemannian Optimization CVPR 2026 GHOST: Solving the Traveling Salesman Problem on Graphs of Convex Sets AAAI 2026 Global Focal and Radial Distortion Averaging from Radial Fundamental Matrices for Robust Self-Calibration WACV 2026 Globally Optimal Multi-Object Tracking with Splitting and Merging UAI 2026 Gradient Span Algorithms Make Predictable Progress in High Dimension JMLR 2026 Graph-based Clustering Revisited: A Relaxation of Kernel k-Means Perspective JMLR 2026 Graph Choosability via SAT: Beyond the Nullstellensatz AAAI 2026 Graph-Dependent Regret Bounds in Multi-Armed Bandits with Interference UAI 2026 Greedily Maximizing Ex-Ante Fairness AAAI 2026 Grid Distillation: Compositional Image Distillation via Structured Generative Grids CVPR 2026 Group-Fair Allocations of Contiguous Blocks of Indivisible Items UAI 2026 Group Fair Matchings Using Convex Cost Functions AAAI 2026 Guaranteed Nonconvex Low-Rank Tensor Estimation via Scaled Gradient Descent JMLR 2026 HEDGE: Traffic Engineering with Probabilistic Link Capacities NSDI 2026 HeteCCL: Synthesizing Near-Optimal Collective Communication Schedules for Heterogeneous GPU Clusters NSDI 2026 Hetu v2: A General and Scalable Deep Learning System with Hierarchical and Heterogeneous Single Program Multiple Data Annotations OSDI 2026 Heuristic Analysis from Source Code via Symbolic-Guided Optimization NSDI 2026