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Bayesian Ensemble Learning - UCLA Henry Samueli...

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State of the Art Ensemble Learning

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Page 1: Bayesian Ensemble Learning - UCLA Henry Samueli …medianetlab.ee.ucla.edu/papers/EnsembleLearning.pdf · References [1] Q. Bai, H. Lam, and S. Sclaroff, "A bayesian framework for

State of the Art Ensemble Learning

Page 2: Bayesian Ensemble Learning - UCLA Henry Samueli …medianetlab.ee.ucla.edu/papers/EnsembleLearning.pdf · References [1] Q. Bai, H. Lam, and S. Sclaroff, "A bayesian framework for

Page 3: Bayesian Ensemble Learning - UCLA Henry Samueli …medianetlab.ee.ucla.edu/papers/EnsembleLearning.pdf · References [1] Q. Bai, H. Lam, and S. Sclaroff, "A bayesian framework for

Paper

Paper

Documents/Deep Boosting.pdf

Documents/Rademacher and Gaussian Complexities-Risk Bounds and Structural Results.pdf

Page 4: Bayesian Ensemble Learning - UCLA Henry Samueli …medianetlab.ee.ucla.edu/papers/EnsembleLearning.pdf · References [1] Q. Bai, H. Lam, and S. Sclaroff, "A bayesian framework for

Paper

Paper

Documents/Variance Penalizing AdaBoost.pdf

Documents/Learning Bounds for Importance Weighting.pdf

Page 5: Bayesian Ensemble Learning - UCLA Henry Samueli …medianetlab.ee.ucla.edu/papers/EnsembleLearning.pdf · References [1] Q. Bai, H. Lam, and S. Sclaroff, "A bayesian framework for

Paper

Documents/Agnostic Bayesian Learning of Ensembles.pdf

Page 6: Bayesian Ensemble Learning - UCLA Henry Samueli …medianetlab.ee.ucla.edu/papers/EnsembleLearning.pdf · References [1] Q. Bai, H. Lam, and S. Sclaroff, "A bayesian framework for

Paper

Documents/Ensemble Methods for Structured Prediction.pdf

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