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)

A Market Framework for Eliciting Private Data NeurIPS 2015 A Metric Parametrization for Trifocal Tensors With Non-Colinear Pinholes CVPR 2015 A Modified Orthant-Wise Limited Memory Quasi-Newton Method with Convergence Analysis ICML 2015 A Multi-Plane Block-Coordinate Frank-Wolfe Algorithm for Training Structural SVMs With a Costly Max-Oracle CVPR 2015 A Multiscale Variable-Grouping Framework for MRF Energy Minimization ICCV 2015 An Accurate Iris Segmentation Framework Under Relaxed Imaging Constraints Using Total Variation Model ICCV 2015 An Almost Optimal PAC Algorithm COLT 2015 Analysis of Robust PCA via Local Incoherence NeurIPS 2015 An Asynchronous Parallel Stochastic Coordinate Descent Algorithm JMLR 2015 An Empirical Exploration of Recurrent Network Architectures ICML 2015 An Empirical Study of Stochastic Variational Inference Algorithms for the Beta Bernoulli Process ICML 2015 A New Generalized Error Path Algorithm for Model Selection ICML 2015 A New Look at Nearest Neighbours: Identifying Benign Input Geometries via Random Projections ACML 2015 An Exploration of Parameter Redundancy in Deep Networks With Circulant Projections ICCV 2015 A Nonconvex Optimization Framework for Low Rank Matrix Estimation NeurIPS 2015 An Online Learning Algorithm for Bilinear Models ICML 2015 A Normative Theory of Adaptive Dimensionality Reduction in Neural Networks NeurIPS 2015 Anytime Influence Bounds and the Explosive Behavior of Continuous-Time Diffusion Networks NeurIPS 2015 Approximate Dynamic Programming for Two-Player Zero-Sum Markov Games ICML 2015 Approximating Sparse PCA from Incomplete Data NeurIPS 2015 A Probabilistic Model for Dirty Multi-task Feature Selection ICML 2015 A Projection Free Method for Generalized Eigenvalue Problem With a Nonsmooth Regularizer ICCV 2015 A Pseudo-Euclidean Iteration for Optimal Recovery in Noisy ICA NeurIPS 2015 A PTAS for Agnostically Learning Halfspaces COLT 2015 A Relative Exponential Weighing Algorithm for Adversarial Utility-based Dueling Bandits ICML 2015