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)

Extreme bandits NeurIPS 2014 Fairness in Multi-Agent Sequential Decision-Making NeurIPS 2014 Fantope Regularization in Metric Learning CVPR 2014 Fast Allocation of Gaussian Process Experts ICML 2014 Fast and Exact: ADMM-Based Discriminative Shape Segmentation with Loopy Part Models CVPR 2014 Fast and Robust Least Squares Estimation in Corrupted Linear Models NeurIPS 2014 Fast Approximate Inference in Higher Order MRF-MAP Labeling Problems CVPR 2014 Fast, Approximate Piecewise-Planar Modeling Based on Sparse Structure-from-Motion and Superpixels CVPR 2014 Fast Distribution To Real Regression AISTATS 2014 Faster and Sample Near-Optimal Algorithms for Proper Learning Mixtures of Gaussians COLT 2014 FAST LABEL: Easy and Efficient Solution of Joint Multi-Label and Estimation Problems CVPR 2014 Fast large-scale optimization by unifying stochastic gradient and quasi-Newton methods ICML 2014 Fast MRF Optimization with Application to Depth Reconstruction CVPR 2014 Fast Multivariate Spatio-temporal Analysis via Low Rank Tensor Learning NeurIPS 2014 Fast Rotation Search with Stereographic Projections for 3D Registration CVPR 2014 Fast Sampling-Based Inference in Balanced Neuronal Networks NeurIPS 2014 Fast Stochastic Alternating Direction Method of Multipliers ICML 2014 Fast SVM Training Using Approximate Extreme Points JMLR 2014 Fast Training of Pose Detectors in the Fourier Domain NeurIPS 2014 Feature Cross-Substitution in Adversarial Classification NeurIPS 2014 Feedback Detection for Live Predictors NeurIPS 2014 Filtering with Abstract Particles ICML 2014 Finding a most biased coin with fewest flips COLT 2014 Finding a sparse vector in a subspace: Linear sparsity using alternating directions NeurIPS 2014 Finito: A faster, permutable incremental gradient method for big data problems ICML 2014