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ensemble learning

1271 papers

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EL

Co-occurring keywords

text classification (6776) ensemble method (560) transformer model (1988) transfer learning (5442) data augmentation (3037) sentiment analysis (2079) large language model (12755) neural network (6616) language model (4573) multi-label classification (1004)

Papers

Boosting with Abstention NIPS 2016
An urn model for majority voting in classification ensembles NIPS 2016
Swapout: Learning an ensemble of deep architectures NIPS 2016
Video Super-Resolution via Deep Draft-Ensemble Learning ICCV 2015
Joint Calibration of Ensemble of Exemplar SVMs CVPR 2015
Effective Learning-Based Illuminant Estimation Using Simple Features CVPR 2015
Learning to Propose Objects CVPR 2015
Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm JMLR 2015
Global Refinement of Random Forest CVPR 2015
A Randomized Ensemble Approach to Industrial CT Segmentation ICCV 2015
Optimally Combining Classifiers Using Unlabeled Data COLT 2015
Naive Bayes Super-Resolution Forest ICCV 2015
Learning Ensembles of Potential Functions for Structured Prediction With Latent Variables ICCV 2015
Online Gradient Boosting NIPS 2015
Efficient and Robust Automated Machine Learning NIPS 2015
DART: Dropouts meet Multiple Additive Regression Trees AISTATS 2015
Multi-Class Deep Boosting NIPS 2014
Agnostic Bayesian Learning of Ensembles ICML 2014
Efficiently Enforcing Diversity in Multi-Output Structured Prediction AISTATS 2014
Open Problem: A (Missing) Boosting-type Convergence Result for AdaBoost.MH with Factorized Multi-class Classifiers COLT 2014
Consistency of weighted majority votes NIPS 2014
Mondrian Forests: Efficient Online Random Forests NIPS 2014
Ensemble Methods for Structured Prediction ICML 2014
One Millisecond Face Alignment with an Ensemble of Regression Trees CVPR 2014
EnsembleSVM: A Library for Ensemble Learning Using Support Vector Machines JMLR 2014