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Classification

15,805 papers

Papers per year

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26
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Papers

A Convex Optimization Framework for Active Learning ICCV 2013
Sparsity-Based Generalization Bounds for Predictive Sparse Coding ICML 2013
Sparse Uncorrelated Linear Discriminant Analysis ICML 2013
Block-Coordinate Frank-Wolfe Optimization for Structural SVMs ICML 2013
Gibbs Max-Margin Topic Models with Fast Sampling Algorithms ICML 2013
Cost-Sensitive Tree of Classifiers ICML 2013
Convex formulations of radius-margin based Support Vector Machines ICML 2013
Discriminatively Activated Sparselets ICML 2013
The Pairwise Piecewise-Linear Embedding for Efficient Non-Linear Classification ICML 2013
Fixed-Point Model For Structured Labeling ICML 2013
Learning Optimally Sparse Support Vector Machines ICML 2013
Efficient Sparse Group Feature Selection via Nonconvex Optimization ICML 2013
Feature Selection in High-Dimensional Classification ICML 2013
Human Boosting ICML 2013
A Randomized Mirror Descent Algorithm for Large Scale Multiple Kernel Learning ICML 2013
Learning with Marginalized Corrupted Features ICML 2013
Efficient Active Learning of Halfspaces: an Aggressive Approach ICML 2013
A Structural SVM Based Approach for Optimizing Partial AUC ICML 2013
Adaptive Task Assignment for Crowdsourced Classification ICML 2013
Vanishing Component Analysis ICML 2013
Robust Structural Metric Learning ICML 2013
Efficient Semi-supervised and Active Learning of Disjunctions ICML 2013
Convex Adversarial Collective Classification ICML 2013
Rounding Methods for Discrete Linear Classification ICML 2013
Ellipsoidal Multiple Instance Learning ICML 2013