← Learning Types
Machine Learning › Learning Types ›

Ensemble Learning

347 directly classified papers

Papers per year

Papers

Hyperparameter Ensembles for Robustness and Uncertainty Quantification NIPS 2020
Second Order PAC-Bayesian Bounds for the Weighted Majority Vote NIPS 2020
YNU-HPCC at SemEval-2020 Task 7: Using an Ensemble BiGRU Model to Evaluate the Humor of Edited News Titles COLING 2020
Online Knowledge Distillation via Collaborative Learning CVPR 2020
ArbDialectID at MADAR Shared Task 1: Language Modelling and Ensemble Learning for Fine Grained Arabic Dialect Identification ACL 2019
Mawdoo3 AI at MADAR Shared Task: Arabic Fine-Grained Dialect Identification with Ensemble Learning ACL 2019
Enhancing Diversity of Defocus Blur Detectors via Cross-Ensemble Network CVPR 2019
Bayesian Combination of Probabilistic Classifiers using Multivariate Normal Mixtures JMLR 2019
The Kelly Growth Optimal Portfolio with Ensemble Learning AAAI 2019
Be Inaccurate but Don’t Be Indecisive: How Error Distribution Can Affect User Experience AAAI 2019
Margin-Based Generalization Lower Bounds for Boosted Classifiers NIPS 2019
Differentially Private Bagging: Improved utility and cheaper privacy than subsample-and-aggregate NIPS 2019
Regularized Gradient Boosting NIPS 2019
Random Tessellation Forests NIPS 2019
Ensemble Models for Spoofing Detection in Automatic Speaker Verification INTERSPEECH 2019
YUN-HPCC at SemEval-2019 Task 3: Multi-Step Ensemble Neural Network for Sentiment Analysis in Textual Conversation SEMEVAL 2019
SymantoResearch at SemEval-2019 Task 3: Combined Neural Models for Emotion Classification in Human-Chatbot Conversations SEMEVAL 2019
BIGODM System in the Social Media Mining for Health Applications Shared Task 2019 ACL 2019
RTM Stacking Results for Machine Translation Performance Prediction ACL 2019
sthruggle at SemEval-2019 Task 5: An Ensemble Approach to Hate Speech Detection SEMEVAL 2019
RACAI’s System at PharmaCoNER 2019 EMNLP 2019
MEAL: Multi-Model Ensemble via Adversarial Learning AAAI 2019
Supervising Unsupervised Open Information Extraction Models EMNLP 2019
UVA Wahoos at SemEval-2019 Task 6: Hate Speech Identification using Ensemble Machine Learning SEMEVAL 2019
Zeyad at SemEval-2019 Task 6: That’s Offensive! An All-Out Search For An Ensemble To Identify And Categorize Offense in Tweets. SEMEVAL 2019