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

2

6

6

5

16

67

72

80

102

133

171

219

398

425

440

487

649

812

1,162

1,353

1,487

1,474

1,600

1,870

1,441

372

2000

'5

'10

'15

'20

'25

Papers (including subtopics)

Finding the bandit in a graph: Sequential search-and-stop AISTATS 2019 Fine-Grained Search Space Classification for Hard Enumeration Variants of Subset Problems AAAI 2019 Finite-Time Error Bounds For Linear Stochastic Approximation andTD Learning COLT 2019 First-Order Algorithms Converge Faster than $O(1/k)$ on Convex Problems ICML 2019 First-order methods almost always avoid saddle points: The case of vanishing step-sizes NeurIPS 2019 Fitting Multiple Heterogeneous Models by Multi-Class Cascaded T-Linkage CVPR 2019 Flexible Modeling of Diversity with Strongly Log-Concave Distributions NeurIPS 2019 Forming Probably Stable Communities with Limited Interactions AAAI 2019 FRAME Revisited: An Interpretation View Based on Particle Evolution AAAI 2019 Frontier Search and Plan Reconstruction in Oversubscription Planning AAAI 2019 Fully Dynamic Consistent Facility Location NeurIPS 2019 Fuzzy-Classification Assisted Solution Preselection in Evolutionary Optimization AAAI 2019 GAN-Based Projector for Faster Recovery With Convergence Guarantees in Linear Inverse Problems ICCV 2019 Garbage In, Reward Out: Bootstrapping Exploration in Multi-Armed Bandits ICML 2019 Gaussian Process Optimization with Adaptive Sketching: Scalable and No Regret COLT 2019 Gaussian Regression with Convex Constraints AISTATS 2019 Generalization Error Analysis of Quantized Compressive Learning NeurIPS 2019 Generalized Approximate Survey Propagation for High-Dimensional Estimation ICML 2019 Generalized Distance Bribery AAAI 2019 Generalized Linear Rule Models ICML 2019 Generalized Majorization-Minimization ICML 2019 Generalized Majorization-Minimization for Non-Convex Optimization IJCAI 2019 Generalized Potential Heuristics for Classical Planning IJCAI 2019 Generalized Score Matching for Non-Negative Data JMLR 2019 Generalized Sliced Wasserstein Distances NeurIPS 2019