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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)

Consistency of Random Forests and Other Averaging Classifiers JMLR 2008
Approximations for Binary Gaussian Process Classification JMLR 2008
Value Function Approximation using Multiple Aggregation for Multiattribute Resource Management JMLR 2008
Gradient Tree Boosting for Training Conditional Random Fields JMLR 2008
A Moment Bound for Multi-hinge Classifiers JMLR 2008
Ranking Individuals by Group Comparisons JMLR 2008
Forecasting Web Page Views: Methods and Observations JMLR 2008
Finding Optimal Bayesian Network Given a Super-Structure JMLR 2008
Randomized Online PCA Algorithms with Regret Bounds that are Logarithmic in the Dimension JMLR 2008
Probabilistic Characterization of Random Decision Trees JMLR 2008
Learning to Select Features using their Properties JMLR 2008
Model Selection in Kernel Based Regression using the Influence Function JMLR 2008
Non-Parametric Modeling of Partially Ranked Data JMLR 2008
Minimal Nonlinear Distortion Principle for Nonlinear Independent Component Analysis JMLR 2008
On the Equivalence of Linear Dimensionality-Reducing Transformations JMLR 2008
SimpleMKL JMLR 2008
Active Learning of Causal Networks with Intervention Experiments and Optimal Designs JMLR 2008
Stationary Features and Cat Detection JMLR 2008
Visualizing Data using t-SNE JMLR 2008
Model Selection for Regression with Continuous Kernel Functions Using the Modulus of Continuity JMLR 2008
JNCC2: The Java Implementation Of Naive Credal Classifier 2 JMLR 2008
Automatic PCA Dimension Selection for High Dimensional Data and Small Sample Sizes JMLR 2008
Magic Moments for Structured Output Prediction JMLR 2008
Bridging the Gap of Abstraction for Probabilistic Decision Making on a Multi-Modal Service Robot RSS 2008
Clustering Sensor Data for Terrain Identification using a Windowless Algorithm RSS 2008