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)

Beyond the Shortest Path : Unsupervised Domain Adaptation by Sampling Subspaces Along the Spline Flow CVPR 2015 Beyond Tree Structure Models: A New Occlusion Aware Graphical Model for Human Pose Estimation ICCV 2015 Binary Embedding: Fundamental Limits and Fast Algorithm ICML 2015 Biologically Inspired Dynamic Textures for Probing Motion Perception NeurIPS 2015 Black-box optimization of noisy functions with unknown smoothness NeurIPS 2015 Blitz: A Principled Meta-Algorithm for Scaling Sparse Optimization ICML 2015 Blur Kernel Estimation Using Normalized Color-Line Prior CVPR 2015 Bounding errors of Expectation-Propagation NeurIPS 2015 Bounding the Cost of Search-Based Lifted Inference NeurIPS 2015 Building Proteins in a Day: Efficient 3D Molecular Reconstruction CVPR 2015 Calibrated Multivariate Regression with Application to Neural Semantic Basis Discovery JMLR 2015 Calibrated Structured Prediction NeurIPS 2015 Calibration of conditional composite likelihood for Bayesian inference on Gibbs random fields AISTATS 2015 Cascading Bandits: Learning to Rank in the Cascade Model ICML 2015 Causal Video Object Segmentation From Persistence of Occlusions CVPR 2015 Cheap Bandits ICML 2015 Closed-form Estimators for High-dimensional Generalized Linear Models NeurIPS 2015 COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution NeurIPS 2015 Collaborative Filtering with Graph Information: Consistency and Scalable Methods NeurIPS 2015 Collaboratively Learning Preferences from Ordinal Data NeurIPS 2015 Column Selection via Adaptive Sampling NeurIPS 2015 Combinatorial Bandits Revisited NeurIPS 2015 Combinatorial Cascading Bandits NeurIPS 2015 Combined l1 and Greedy l0 Penalized Least Squares for Linear Model Selection JMLR 2015 Communication Complexity of Distributed Convex Learning and Optimization NeurIPS 2015