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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)

Human Active Learning NeurIPS 2008 HyPE: Hybrid Particle-Element Approach for Recursive Bayesian Searching and Tracking RSS 2008 ICA based on a Smooth Estimation of the Differential Entropy NeurIPS 2008 Improved Moves for Truncated Convex Models NeurIPS 2008 Improving on Expectation Propagation NeurIPS 2008 Inferring rankings under constrained sensing NeurIPS 2008 Interpreting the neural code with Formal Concept Analysis NeurIPS 2008 Kernel Change-point Analysis NeurIPS 2008 Kernelized Sorting NeurIPS 2008 Kernel Measures of Independence for non-iid Data NeurIPS 2008 Laser and Vision Based Outdoor Object Mapping RSS 2008 Learning Balls of Strings from Edit Corrections JMLR 2008 Learning from Multiple Sources JMLR 2008 Learning Reliable Classifiers From Small or Incomplete Data Sets: The Naive Credal Classifier 2 JMLR 2008 Learning with Consistency between Inductive Functions and Kernels NeurIPS 2008 Linear Classification and Selective Sampling Under Low Noise Conditions NeurIPS 2008 Localized Sliced Inverse Regression NeurIPS 2008 Logistic Normal Priors for Unsupervised Probabilistic Grammar Induction NeurIPS 2008 Look Ma, No Hands: Analyzing the Monotonic Feature Abstraction for Text Classification NeurIPS 2008 Manifold Learning: The Price of Normalization JMLR 2008 MAS: a multiplicative approximation scheme for probabilistic inference NeurIPS 2008 Maximal Causes for Non-linear Component Extraction JMLR 2008 MDPs with Non-Deterministic Policies NeurIPS 2008 Measures of Clustering Quality: A Working Set of Axioms for Clustering NeurIPS 2008 Metastable Walking on Stochastically Rough Terrain RSS 2008