Ensemble Methods

Ensemble Machine Learning for Estimating Fetal Weight at Varying Gestational Age AAAI 2019 Functional Isolation Forest ACML 2019 Interaction Detection with Bayesian Decision Tree Ensembles AISTATS 2019 Joint Manifold Diffusion for Combining Predictions on Decoupled Observations CVPR 2019 Mawdoo3 AI at MADAR Shared Task: Arabic Fine-Grained Dialect Identification with Ensemble Learning ACL 2019 Minimal Variance Sampling in Stochastic Gradient Boosting NeurIPS 2019 MonoForest framework for tree ensemble analysis NeurIPS 2019 Partitioning Structure Learning for Segmented Linear Regression Trees NeurIPS 2019 Random Tessellation Forests NeurIPS 2019 TUVD team at SemEval-2019 Task 6: Offense Target Identification SemEval 2019 UBC-NLP at SemEval-2019 Task 6: Ensemble Learning of Offensive Content With Enhanced Training Data SemEval 2019 UCAM Biomedical Translation at WMT19: Transfer Learning Multi-domain Ensembles ACL 2019 Unsupervised Evaluation and Weighted Aggregation of Ranked Classification Predictions JMLR 2019 WTMED at MEDIQA 2019: A Hybrid Approach to Biomedical Natural Language Inference ACL 2019 XBART: Accelerated Bayesian Additive Regression Trees AISTATS 2019 CatBoost: unbiased boosting with categorical features NeurIPS 2018 Comparison-Based Random Forests ICML 2018 CTSys at SemEval-2018 Task 3: Irony in Tweets SemEval 2018 Dynamically Forming a Group of Human Forecasters and Machine Forecaster for Forecasting Economic Indicators IJCAI 2018 EmoNLP at IEST 2018: An Ensemble of Deep Learning Models and Gradient Boosting Regression Tree for Implicit Emotion Prediction in Tweets EMNLP 2018 Generalization-Aware Structured Regression towards Balancing Bias and Variance IJCAI 2018 INAOE-UPV at SemEval-2018 Task 3: An Ensemble Approach for Irony Detection in Twitter SemEval 2018 Multi-representation ensembles and delayed SGD updates improve syntax-based NMT ACL 2018 NTNU at SemEval-2018 Task 7: Classifier Ensembling for Semantic Relation Identification and Classification in Scientific Papers SemEval 2018 OpenEnsembles: A Python Resource for Ensemble Clustering JMLR 2018