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Classification

15,803 papers

Papers per year

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Papers

Online Learning of Complex Prediction Problems Using Simultaneous Projections JMLR 2008
Aggregation of SVM Classifiers Using Sobolev Spaces JMLR 2008
Dynamic Hierarchical Markov Random Fields for Integrated Web Data Extraction JMLR 2008
Nearly Uniform Validation Improves Compression-Based Error Bounds JMLR 2008
Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks JMLR 2008
Classification with a Reject Option using a Hinge Loss JMLR 2008
LIBLINEAR: A Library for Large Linear Classification JMLR 2008
Consistency of Random Forests and Other Averaging Classifiers JMLR 2008
Approximations for Binary Gaussian Process Classification 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
Probabilistic Characterization of Random Decision Trees JMLR 2008
Learning to Select Features using their Properties JMLR 2008
SimpleMKL JMLR 2008
Stationary Features and Cat Detection JMLR 2008
JNCC2: The Java Implementation Of Naive Credal Classifier 2 JMLR 2008
Magic Moments for Structured Output Prediction JMLR 2008
Super-Flexible Skin Sensors Embedded on the Whole Body, Self-Organizing Based on Haptic Interactions RSS 2008
FilterBoost: Regression and Classification on Large Datasets NIPS 2007
A learning framework for nearest neighbor search NIPS 2007
How SVMs can estimate quantiles and the median NIPS 2007
Rapid Inference on a Novel AND/OR graph for Object Detection, Segmentation and Parsing NIPS 2007
Convex Learning with Invariances NIPS 2007
DIFFRAC: a discriminative and flexible framework for clustering NIPS 2007