Skip to content
conftrace_

Optimization & Theory

43,292 papers (3 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Optimization (17,731) Learning Theory (6,809) Bayesian Inference (6,267) Theory (5,579) Statistical Learning (4,564) Neural Network Optimization (4,155) Stochastic Processes (2,948) Stochastic Methods (1,283) Loss Functions (1,220) Distributed Learning (1,202) Online Algorithms (1,013) Statistics (822) Generalization (376) Information Theory (370) Sample Complexity (282) Sparse Optimization (241) Game Theory (151) Convex Optimization (132) Optimal Transport (104) Robust Optimization (84) Distributed Optimization (73) Approximation Algorithms (33)

Papers per year

1
52
352
828
3,646
5,854
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

Efficiency of conformalized ridge regression COLT 2014 Efficient Approximation of Cross-Validation for Kernel Methods using Bouligand Influence Function ICML 2014 Efficient Computation of Relative Pose for Multi-Camera Systems CVPR 2014 Efficient Continuous-Time Markov Chain Estimation ICML 2014 Efficient Distributed Topic Modeling with Provable Guarantees AISTATS 2014 Efficient Gradient-Based Inference through Transformations between Bayes Nets and Neural Nets ICML 2014 Efficient Inference for Complex Queries on Complex Distributions AISTATS 2014 Efficient Label Propagation ICML 2014 Efficient learning by implicit exploration in bandit problems with side observations NeurIPS 2014 Efficient Learning of Mahalanobis Metrics for Ranking ICML 2014 Efficient Lifting of MAP LP Relaxations Using k-Locality AISTATS 2014 Efficient Low-Rank Stochastic Gradient Descent Methods for Solving Semidefinite Programs AISTATS 2014 Efficiently Enforcing Diversity in Multi-Output Structured Prediction AISTATS 2014 Efficient Minimax Signal Detection on Graphs NeurIPS 2014 Efficient Minimax Strategies for Square Loss Games NeurIPS 2014 Efficient Nonlinear Markov Models for Human Motion CVPR 2014 Efficient Occlusive Components Analysis JMLR 2014 Efficient Optimization for Average Precision SVM NeurIPS 2014 Efficient Partial Monitoring with Prior Information NeurIPS 2014 Efficient Sampling for Learning Sparse Additive Models in High Dimensions NeurIPS 2014 Efficient State-Space Inference of Periodic Latent Force Models JMLR 2014 Efficient Structured Matrix Rank Minimization NeurIPS 2014 Efficient Transfer Learning Method for Automatic Hyperparameter Tuning AISTATS 2014 Elementary Estimators for Graphical Models NeurIPS 2014 Elementary Estimators for High-Dimensional Linear Regression ICML 2014