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Ensemble Learning

433 papers

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Papers

Rethinking Fano’s Inequality in Ensemble Learning ICML 2022
Feature Space Particle Inference for Neural Network Ensembles ICML 2022
GraphDIVE: Graph Classification by Mixture of Diverse Experts IJCAI 2022
EGCN: An Ensemble-based Learning Framework for Exploring Effective Skeleton-based Rehabilitation Exercise Assessment IJCAI 2022
UTMOS: UTokyo-SaruLab System for VoiceMOS Challenge 2022 INTERSPEECH 2022
Under-bagging Nearest Neighbors for Imbalanced Classification JMLR 2022
Boulevard: Regularized Stochastic Gradient Boosted Trees and Their Limiting Distribution JMLR 2022
Gaussian Process Boosting JMLR 2022
Multivariate Boosted Trees and Applications to Forecasting and Control JMLR 2022
Double Spike Dirichlet Priors for Structured Weighting JMLR 2022
Stable Classification JMLR 2022
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing NAACL 2022
Capturing Changes in Mood Over Time in Longitudinal Data Using Ensemble Methodologies NAACL 2022
SSN_NLP_MLRG at SemEval-2022 Task 4: Ensemble Learning strategies to detect Patronizing and Condescending Language NAACL 2022
UMass PCL at SemEval-2022 Task 4: Pre-trained Language Model Ensembles for Detecting Patronizing and Condescending Language NAACL 2022
Cocktail: A Multidimensional Optimization for Model Serving in Cloud NSDI 2022
UMass PCL at SemEval-2022 Task 4: Pre-trained Language Model Ensembles for Detecting Patronizing and Condescending Language SEMEVAL 2022
Cleaning Noisy Labels by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation WACV 2022
Uncertainty Calibration for Ensemble-Based Debiasing Methods NIPS 2021
Boosting with Multiple Sources NIPS 2021
Precision-based Boosting AAAI 2021
A Mixture-of-Experts Model for Antonym-Synonym Discrimination ACL 2021
Ensemble ALBERT and RoBERTa for Span Prediction in Question Answering ACL 2021
CompNA at SemEval-2021 Task 1: Prediction of lexical complexity analyzing heterogeneous features ACL 2021
MIPT-NSU-UTMN at SemEval-2021 Task 5: Ensembling Learning with Pre-trained Language Models for Toxic Spans Detection ACL 2021