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boosting

12 papers

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Co-occurring keywords

boosting algorithm (78) convex optimization (1321) feature learning (1311) non-linear mapping (7) supervised learning (434) ensemble learning (1274) ensemble classification (14) surrogate loss (94) biomedical imaging (43) multimodal data (4)

Papers

Direct 0-1 Loss Minimization and Margin Maximization with Boosting NIPS 2013
Non-Linear Domain Adaptation with Boosting NIPS 2013
Learning Image Descriptors with the Boosting-Trick NIPS 2012
Accelerated Training for Matrix-norm Regularization: A Boosting Approach NIPS 2012
Co-Regularized Hashing for Multimodal Data NIPS 2012
Dimensionality Dependent PAC-Bayes Margin Bound NIPS 2012
Algorithms and hardness results for parallel large margin learning NIPS 2011
Joint Cascade Optimization Using A Product Of Boosted Classifiers NIPS 2010
Positive Semidefinite Metric Learning with Boosting NIPS 2009
On the Efficient Minimization of Classification Calibrated Surrogates NIPS 2008
Boosting the Area under the ROC Curve NIPS 2007
Boosting Structured Prediction for Imitation Learning NIPS 2006