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Classification

15289 directly classified papers

Papers per year

Papers

Open Problem: The Statistical Query Complexity of Learning Sparse Halfspaces COLT 2014
Open Problem: Online Local Learning COLT 2014
Video Event Detection by Inferring Temporal Instance Labels CVPR 2014
A New Perspective on Material Classification and Ink Identification CVPR 2014
DISCOVER: Discovering Important Segments for Classification of Video Events and Recounting CVPR 2014
Active Flattening of Curved Document Images via Two Structured Beams CVPR 2014
Robust Forward Algorithms via PAC-Bayes and Laplace Distributions AISTATS 2014
Classifier Cascades and Trees for Minimizing Feature Evaluation Cost JMLR 2014
The Gesture Recognition Toolkit JMLR 2014
Learning Structured Models with the AUC Loss and Its Generalizations AISTATS 2014
Distribution-independent Reliable Learning COLT 2014
Tight Bounds for the Expected Risk of Linear Classifiers and PAC-Bayes Finite-Sample Guarantees AISTATS 2014
Global Optimization Methods for Extended Fisher Discriminant Analysis AISTATS 2014
Context Aware Group Nearest Shrunken Centroids in Large-Scale Genomic Studies AISTATS 2014
Structured Prediction via Output Space Search JMLR 2014
Convolutional Nets and Watershed Cuts for Real-Time Semantic Labeling of RGBD Videos JMLR 2014
Adaptive Sampling for Large Scale Boosting JMLR 2014
On the Bayes-Optimality of F-Measure Maximizers JMLR 2014
A New Perspective on Learning Linear Separators with Large L_qL_p Margins AISTATS 2014
New Results for Random Walk Learning JMLR 2014
Boosting Algorithms for Detector Cascade Learning JMLR 2014
On Multilabel Classification and Ranking with Bandit Feedback JMLR 2014
Gibbs Max-margin Topic Models with Data Augmentation JMLR 2014
EnsembleSVM: A Library for Ensemble Learning Using Support Vector Machines JMLR 2014
Detecting Click Fraud in Online Advertising: A Data Mining Approach JMLR 2014