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ensemble method

564 papers

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Co-occurring keywords

ensemble learning (1274) text classification (6793) large language model (13587) transformer model (1996) transfer learning (5449) language model (4599) neural network (6616) sentiment analysis (2084) support vector machine (978) uncertainty quantification (1393)

Papers

Detecting Accounting Frauds in Publicly Traded U.S. Firms: A Machine Learning Approach ACML 2015
Joint Calibration of Ensemble of Exemplar SVMs CVPR 2015
Learning Ensembles of Potential Functions for Structured Prediction With Latent Variables ICCV 2015
A Randomized Ensemble Approach to Industrial CT Segmentation ICCV 2015
Learning with Pseudo-Ensembles NIPS 2014
Mondrian Forests: Efficient Online Random Forests NIPS 2014
Ensembles for Time Series Forecasting ACML 2014
Do we Need Hundreds of Classifiers to Solve Real World Classification Problems? JMLR 2014
Detecting Click Fraud in Online Advertising: A Data Mining Approach JMLR 2014
Diverse Randomized Agents Vote to Win NIPS 2014
Novel Boosting Frameworks to Improve the Performance of Collaborative Filtering ACML 2013
Saliency Aggregation: A Data-Driven Approach CVPR 2013
PDM-ENLOR: Learning Ensemble of Local PDM-Based Regressions CVPR 2013
Ensemble Video Object Cut in Highly Dynamic Scenes CVPR 2013
The Rate of Convergence of AdaBoost JMLR 2013
Sampling Methods for the Nyström Method JMLR 2012
Ensemble weighted kernel estimators for multivariate entropy estimation NIPS 2012
Active Classification based on Value of Classifier NIPS 2011
MOA: Massive Online Analysis JMLR 2010
A Theory of Multiclass Boosting NIPS 2010
Sidestepping Intractable Inference with Structured Ensemble Cascades NIPS 2010
Robust Clustering as Ensembles of Affinity Relations NIPS 2010
NEUROSVM: An Architecture to Reduce the Effect of the Choice of Kernel on the Performance of SVM JMLR 2009
Efficient Large-Scale Distributed Training of Conditional Maximum Entropy Models NIPS 2009
Feature Selection with Ensembles, Artificial Variables, and Redundancy Elimination JMLR 2009