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Ensemble Methods

233 directly classified papers

Papers per year

Papers

Spoofing Attack Detection Using the Non-Linear Fusion of Sub-Band Classifiers INTERSPEECH 2020
Mixtures of Deep Neural Experts for Automated Speech Scoring INTERSPEECH 2020
A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning AAAI 2020
Causal Mosaic: Cause-Effect Inference via Nonlinear ICA and Ensemble Method AISTATS 2020
Joints in Random Forests NIPS 2020
The Diversified Ensemble Neural Network NIPS 2020
SnapBoost: A Heterogeneous Boosting Machine NIPS 2020
Mix-n-Match : Ensemble and Compositional Methods for Uncertainty Calibration in Deep Learning ICML 2020
CSECU-DSG at WNUT-2020 Task 2: Exploiting Ensemble of Transfer Learning and Hand-crafted Features for Identification of Informative COVID-19 English Tweets EMNLP 2020
A Debiased MDI Feature Importance Measure for Random Forests NIPS 2019
MonoForest framework for tree ensemble analysis NIPS 2019
Mawdoo3 AI at MADAR Shared Task: Arabic Fine-Grained Dialect Identification with Ensemble Learning ACL 2019
Minimal Variance Sampling in Stochastic Gradient Boosting NIPS 2019
UBC-NLP at SemEval-2019 Task 6: Ensemble Learning of Offensive Content With Enhanced Training Data SEMEVAL 2019
BrainEE at SemEval-2019 Task 3: Ensembling Linear Classifiers for Emotion Prediction SEMEVAL 2019
TUVD team at SemEval-2019 Task 6: Offense Target Identification SEMEVAL 2019
Joint Manifold Diffusion for Combining Predictions on Decoupled Observations CVPR 2019
CLaC at CLPsych 2019: Fusion of Neural Features and Predicted Class Probabilities for Suicide Risk Assessment Based on Online Posts NAACL 2019
Interaction Detection with Bayesian Decision Tree Ensembles AISTATS 2019
XBART: Accelerated Bayesian Additive Regression Trees AISTATS 2019
Partitioning Structure Learning for Segmented Linear Regression Trees NIPS 2019
WTMED at MEDIQA 2019: A Hybrid Approach to Biomedical Natural Language Inference ACL 2019
Ensemble Machine Learning for Estimating Fetal Weight at Varying Gestational Age AAAI 2019
UCAM Biomedical Translation at WMT19: Transfer Learning Multi-domain Ensembles ACL 2019
Random Tessellation Forests NIPS 2019