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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
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Papers (including subtopics)

A spatially varying two-sample recombinant coalescent, with applications to HIV escape response NeurIPS 2008 Asynchronous Distributed Learning of Topic Models NeurIPS 2008 A Transductive Bound for the Voted Classifier with an Application to Semi-supervised Learning NeurIPS 2008 A Tutorial on Conformal Prediction JMLR 2008 Automatic online tuning for fast Gaussian summation NeurIPS 2008 Automatic PCA Dimension Selection for High Dimensional Data and Small Sample Sizes JMLR 2008 Bayesian Experimental Design of Magnetic Resonance Imaging Sequences NeurIPS 2008 Bayesian Exponential Family PCA NeurIPS 2008 Bayesian Kernel Shaping for Learning Control NeurIPS 2008 Bayesian Model of Behaviour in Economic Games NeurIPS 2008 Bayesian Network Score Approximation using a Metagraph Kernel NeurIPS 2008 Bayesian Synchronous Grammar Induction NeurIPS 2008 Biasing Approximate Dynamic Programming with a Lower Discount Factor NeurIPS 2008 Bouligand Derivatives and Robustness of Support Vector Machines for Regression JMLR 2008 Bounding Performance Loss in Approximate MDP Homomorphisms NeurIPS 2008 Bounds on marginal probability distributions NeurIPS 2008 Cell Assemblies in Large Sparse Inhibitory Networks of Biologically Realistic Spiking Neurons NeurIPS 2008 Characteristic Kernels on Groups and Semigroups NeurIPS 2008 Characterizing response behavior in multisensory perception with conflicting cues NeurIPS 2008 Clustered Multi-Task Learning: A Convex Formulation NeurIPS 2008 Clustering via LP-based Stabilities NeurIPS 2008 Clusters and Coarse Partitions in LP Relaxations NeurIPS 2008 Complete Identification Methods for the Causal Hierarchy JMLR 2008 Consistency of Random Forests and Other Averaging Classifiers JMLR 2008 Consistency of the Group Lasso and Multiple Kernel Learning JMLR 2008