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← Topics

Machine Learning

121,146 papers (10 classified directly here)

Subtopics

Learning Types (52,936) Core Methods (48,729) Optimization & Theory (36,874) Application Areas (31,658) Bayesian & Probabilistic (3,963) Learning Paradigms (2,054)

Papers per year

5
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Papers (including subtopics)

A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation JMLR 2004
Feature Discovery in Non-Metric Pairwise Data JMLR 2004
Probability Product Kernels JMLR 2004
Feature Selection for Unsupervised Learning JMLR 2004
Some Dichotomy Theorems for Neural Learning Problems JMLR 2004
Image Categorization by Learning and Reasoning with Regions JMLR 2004
Boosting as a Regularized Path to a Maximum Margin Classifier JMLR 2004
Probability Estimates for Multi-class Classification by Pairwise Coupling JMLR 2004
On Robustness Properties of Convex Risk Minimization Methods for Pattern Recognition JMLR 2004
Rational Kernels: Theory and Algorithms JMLR 2004
Reinforcement Learning with Factored States and Actions JMLR 2004
No Unbiased Estimator of the Variance of K-Fold Cross-Validation JMLR 2004
Selective Rademacher Penalization and Reduced Error Pruning of Decision Trees JMLR 2004
Knowledge-Based Kernel Approximation JMLR 2004
Support Vector Machine Soft Margin Classifiers: Error Analysis JMLR 2004
Model Averaging for Prediction with Discrete Bayesian Networks JMLR 2004
Efficient Feature Selection via Analysis of Relevance and Redundancy JMLR 2004
Statistical Analysis of Some Multi-Category Large Margin Classification Methods JMLR 2004
The Minimum Error Minimax Probability Machine JMLR 2004
Large-Sample Learning of Bayesian Networks is NP-Hard JMLR 2004
Randomized Variable Elimination JMLR 2004
Some Properties of Regularized Kernel Methods JMLR 2004
The Entire Regularization Path for the Support Vector Machine JMLR 2004
Second Order Cone Programming Formulations for Feature Selection JMLR 2004
Fast String Kernels using Inexact Matching for Protein Sequences JMLR 2004