Ensemble Learning

ERLP: Ensembles of Reinforcement Learning Policies (Student Abstract) AAAI 2020 Hyperparameter Ensembles for Robustness and Uncertainty Quantification NeurIPS 2020 Knowing Right from Wrong: Should We Use More Complex Models for Automatic Short-Answer Scoring in Bahasa Indonesia? EMNLP 2020 LynyrdSkynyrd at WNUT-2020 Task 2: Semi-Supervised Learning for Identification of Informative COVID-19 English Tweets EMNLP 2020 Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles AAAI 2020 MESA: Boost Ensemble Imbalanced Learning with MEta-SAmpler NeurIPS 2020 Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer EMNLP 2020 OMuLeT: Online Multi-Lead Time Location Prediction for Hurricane Trajectory Forecasting AAAI 2020 Online Knowledge Distillation via Collaborative Learning CVPR 2020 Outlier Detection Ensemble with Embedded Feature Selection AAAI 2020 POST: POlicy-Based Switch Tracking AAAI 2020 Practical Federated Gradient Boosting Decision Trees AAAI 2020 Predictive inference is free with the jackknife+-after-bootstrap NeurIPS 2020 Sample Complexity of Reinforcement Learning using Linearly Combined Model Ensembles AISTATS 2020 Score Combination for Improved Parallel Corpus Filtering for Low Resource Conditions EMNLP 2020 Second Order PAC-Bayesian Bounds for the Weighted Majority Vote NeurIPS 2020 Smooth And Consistent Probabilistic Regression Trees NeurIPS 2020 Tencent submission for WMT20 Quality Estimation Shared Task EMNLP 2020 ThunderGBM: Fast GBDTs and Random Forests on GPUs JMLR 2020 TMUOU Submission for WMT20 Quality Estimation Shared Task EMNLP 2020 Towards Convergence Rate Analysis of Random Forests for Classification NeurIPS 2020 Volctrans Parallel Corpus Filtering System for WMT 2020 EMNLP 2020 ArbDialectID at MADAR Shared Task 1: Language Modelling and Ensemble Learning for Fine Grained Arabic Dialect Identification ACL 2019 Bayesian Combination of Probabilistic Classifiers using Multivariate Normal Mixtures JMLR 2019 Be Inaccurate but Don’t Be Indecisive: How Error Distribution Can Affect User Experience AAAI 2019