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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)

Nonlinear Boosting Projections for Ensemble Construction JMLR 2007
Multi-Task Learning for Classification with Dirichlet Process Priors JMLR 2007
A Unified Continuous Optimization Framework for Center-Based Clustering Methods JMLR 2007
Minimax Regret Classifier for Imprecise Class Distributions JMLR 2007
Distances between Data Sets Based on Summary Statistics JMLR 2007
A Probabilistic Analysis of EM for Mixtures of Separated, Spherical Gaussians JMLR 2007
Noise Tolerant Variants of the Perceptron Algorithm JMLR 2007
Learnability of Gaussians with Flexible Variances JMLR 2007
Separating Models of Learning from Correlated and Uncorrelated Data JMLR 2007
Comments on the “Core Vector Machines: Fast SVM Training on Very Large Data Sets" JMLR 2007
General Polynomial Time Decomposition Algorithms JMLR 2007
Dynamics and Generalization Ability of LVQ Algorithms JMLR 2007
Statistical Consistency of Kernel Canonical Correlation Analysis JMLR 2007
Learning Equivariant Functions with Matrix Valued Kernels JMLR 2007
Boosted Classification Trees and Class Probability/Quantile Estimation JMLR 2007
Value Regularization and Fenchel Duality JMLR 2007
Integrating Naïve Bayes and FOIL JMLR 2007
A Stochastic Algorithm for Feature Selection in Pattern Recognition JMLR 2007
Learning Horn Expressions with LOGAN-H JMLR 2007
Consistent Feature Selection for Pattern Recognition in Polynomial Time JMLR 2007
Estimating High-Dimensional Directed Acyclic Graphs with the PC-Algorithm JMLR 2007
Margin Trees for High-dimensional Classification JMLR 2007
Relational Dependency Networks JMLR 2007
Dynamic Conditional Random Fields: Factorized Probabilistic Models for Labeling and Segmenting Sequence Data JMLR 2007
The Pyramid Match Kernel: Efficient Learning with Sets of Features JMLR 2007