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Classification

15289 directly classified papers

Papers per year

Papers

Efficient Sparse Clustering of High-Dimensional Non-spherical Gaussian Mixtures AISTATS 2015
CEKA: A Tool for Mining the Wisdom of Crowds JMLR 2015
Predicting a Switching Sequence of Graph Labelings JMLR 2015
Convex Multi-Task Learning by Clustering AISTATS 2015
Computational Complexity of Linear Large Margin Classification With Ramp Loss AISTATS 2015
Estimating the accuracies of multiple classifiers without labeled data AISTATS 2015
Robust Cost Sensitive Support Vector Machine AISTATS 2015
A Bayes consistent 1-NN classifier AISTATS 2015
Deeply-Supervised Nets AISTATS 2015
Max-Margin Zero-Shot Learning for Multi-class Classification AISTATS 2015
Efficient Training of Structured SVMs via Soft Constraints AISTATS 2015
Reactive bandits with attitude AISTATS 2015
Feature Selection for Linear SVM with Provable Guarantees AISTATS 2015
Learning Transformations for Clustering and Classification JMLR 2015
Back to the Past: Source Identification in Diffusion Networks from Partially Observed Cascades AISTATS 2015
Flexible High-Dimensional Classification Machines and Their Asymptotic Properties JMLR 2015
Multiclass Learnability and the ERM Principle JMLR 2015
The Randomized Causation Coefficient JMLR 2015
pyGPs -- A Python Library for Gaussian Process Regression and Classification JMLR 2015
Agnostic Learning of Disjunctions on Symmetric Distributions JMLR 2015
Absent Data Generating Classifier for Imbalanced Class Sizes JMLR 2015
Supervised Learning via Euler's Elastica Models JMLR 2015
Material Recognition from Heat Transfer given Varying Initial Conditions and Short-Duration Contact RSS 2015
Combination of Feature Engineering and Ranking Models for Paper-Author Identification in KDD Cup 2013 JMLR 2015
Pairwise Conditional Random Forests for Facial Expression Recognition ICCV 2015