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Classification

15289 directly classified papers

Papers per year

Papers

Jstacs: A Java Framework for Statistical Analysis and Classification of Biological Sequences JMLR 2012
Local Anomaly Detection AISTATS 2012
Bounding the Probability of Error for High Precision Optical Character Recognition JMLR 2012
Open Problem: Does AdaBoost Always Cycle? COLT 2012
A Geometric Approach to Sample Compression JMLR 2012
Transductive Learning of Structural SVMs via Prior Knowledge Constraints AISTATS 2012
A metric learning perspective of SVM: on the relation of LMNN and SVM AISTATS 2012
Classifier Cascade for Minimizing Feature Evaluation Cost AISTATS 2012
Recognition and Pose Estimation of Rigid Transparent Objects with a Kinect Sensor RSS 2012
Contextual Sequence Prediction with Application to Control Library Optimization RSS 2012
Visual Route Recognition with a Handful of Bits RSS 2012
Algorithms for Learning Kernels Based on Centered Alignment JMLR 2012
Eliminating Spammers and Ranking Annotators for Crowdsourced Labeling Tasks JMLR 2012
Multi Kernel Learning with Online-Batch Optimization JMLR 2012
An Active Learning Algorithm for Ranking from Pairwise Preferences with an Almost Optimal Query Complexity JMLR 2012
Conditional Likelihood Maximisation: A Unifying Framework for Information Theoretic Feature Selection JMLR 2012
MULTIBOOST: A Multi-purpose Boosting Package JMLR 2012
Variational Multinomial Logit Gaussian Process JMLR 2012
Query Strategies for Evading Convex-Inducing Classifiers JMLR 2012
Non-Sparse Multiple Kernel Fisher Discriminant Analysis JMLR 2012
A Model of the Perception of Facial Expressions of Emotion by Humans: Research Overview and Perspectives JMLR 2012
PAC-Bayes Bounds with Data Dependent Priors JMLR 2012
Bayesian Mixed-Effects Inference on Classification Performance in Hierarchical Data Sets JMLR 2012
Selective Labeling via Error Bound Minimization NIPS 2012
FFT-based Terrain Segmentation for Underwater Mapping RSS 2012