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Ensemble Learning

347 directly classified papers

Papers per year

Papers

Stability of Random Forests and Coverage of Random-Forest Prediction Intervals NIPS 2023
Progressive Ensemble Distillation: Building Ensembles for Efficient Inference NIPS 2023
Boulevard: Regularized Stochastic Gradient Boosted Trees and Their Limiting Distribution JMLR 2022
EUREKA: EUphemism Recognition Enhanced through Knn-based methods and Augmentation EMNLP 2022
Establishing a Baseline for Arabic Patents Classification: A Comparison of Twelve Approaches EMNLP 2022
CB+NN Ensemble to Improve Tracking Accuracy in Air Surveillance AAAI 2022
Summer: WeChat Neural Machine Translation Systems for the WMT22 Biomedical Translation Task EMNLP 2022
An Ensemble Approach to Detect Emotions at an Essay Level ACL 2022
Investigating Ensemble Methods for Model Robustness Improvement of Text Classifiers EMNLP 2022
How to Fill the Optimum Set? Population Gradient Descent with Harmless Diversity ICML 2022
LPS@LT-EDI-ACL2022:An Ensemble Approach about Hope Speech Detection ACL 2022
UTMOS: UTokyo-SaruLab System for VoiceMOS Challenge 2022 INTERSPEECH 2022
Rethinking Fano’s Inequality in Ensemble Learning ICML 2022
How Many Representatives Do We Need? The Optimal Size of a Congress Voting on Binary Issues AAAI 2022
Leveraging Emotion-Specific features to improve Transformer performance for Emotion Classification ACL 2022
EGCN: An Ensemble-based Learning Framework for Exploring Effective Skeleton-based Rehabilitation Exercise Assessment IJCAI 2022
GraphDIVE: Graph Classification by Mixture of Diverse Experts IJCAI 2022
ExactBoost: Directly Boosting the Margin in Combinatorial and Non-decomposable Metrics AISTATS 2022
Federated Functional Gradient Boosting AISTATS 2022
Adaptive Private-K-Selection with Adaptive K and Application to Multi-label PATE AISTATS 2022
Embedded Ensembles: infinite width limit and operating regimes AISTATS 2022
Arabic Sentiment Analysis by Pretrained Ensemble EMNLP 2022
Do Not Fire the Linguist: Grammatical Profiles Help Language Models Detect Semantic Change ACL 2022
MUCS@Text-LT-EDI@ACL 2022: Detecting Sign of Depression from Social Media Text using Supervised Learning Approach ACL 2022
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing NAACL 2022