Ensemble Learning

RaSE: Random Subspace Ensemble Classification JMLR 2021 Recognising Covid-19 from Coughing Using Ensembles of SVMs and LSTMs with Handcrafted and Deep Audio Features Interspeech 2021 Regressive Ensemble for Machine Translation Quality Evaluation EMNLP 2021 RG PA at SemEval-2021 Task 1: A Contextual Attention-based Model with RoBERTa for Lexical Complexity Prediction SemEval 2021 RTM Super Learner Results at Quality Estimation Task EMNLP 2021 SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning ICML 2021 Textgraphs-15 Shared Task System Description : Multi-Hop Inference Explanation Regeneration by Matching Expert Ratings NAACL 2021 Towards Robust Model Reuse in the Presence of Latent Domains IJCAI 2021 Troubleshooting Blind Image Quality Models in the Wild CVPR 2021 Two Heads are Better than One? Verification of Ensemble Effect in Neural Machine Translation EMNLP 2021 Uncertainty Calibration for Ensemble-Based Debiasing Methods NeurIPS 2021 Wasserstein Random Forests and Applications in Heterogeneous Treatment Effects AISTATS 2021 A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning AAAI 2020 Agree to Disagree: Adaptive Ensemble Knowledge Distillation in Gradient Space NeurIPS 2020 A Hybrid System for NLPTEA-2020 CGED Shared Task AACL 2020 An exploratory approach to the Parallel Corpus Filtering shared task WMT20 EMNLP 2020 ARES: A Reading Comprehension Ensembling Service EMNLP 2020 Bayesian Network Model Averaging Classifiers by Subbagging PGM 2020 Combining ResNet and Transformer for Chinese Grammatical Error Diagnosis AACL 2020 Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble EMNLP 2020 Efficient, Noise-Tolerant, and Private Learning via Boosting COLT 2020 EL-BERT at SemEval-2020 Task 10: A Multi-Embedding Ensemble Based Approach for Emphasis Selection in Visual Media SemEval 2020 Enriched mixtures of generalised Gaussian process experts AISTATS 2020 Ensemble Approaches for Uncertainty in Spoken Language Assessment Interspeech 2020 Ensembles of Locally Independent Prediction Models AAAI 2020