Ensemble Learning

MasonPerplexity at ClimateActivism 2024: Integrating Advanced Ensemble Techniques and Data Augmentation for Climate Activism Stance and Hate Event Identification EACL 2024 MasonTigers at SemEval-2024 Task 1: An Ensemble Approach for Semantic Textual Relatedness SemEval 2024 MEPSI: An MDL-Based Ensemble Pruning Approach with Structural Information AAAI 2024 Multimodal Ensembling for Zero-Shot Image Classification AAAI 2024 Multi-Model System for Effective Subtitling Compression ACL 2024 No-Regret Bandit Exploration based on Soft Tree Ensemble Model NeurIPS 2024 Optimal Weighted Random Forests JMLR 2024 Orthogonal Gradient Boosting for Simpler Additive Rule Ensembles AISTATS 2024 PaSCo: Urban 3D Panoptic Scene Completion with Uncertainty Awareness CVPR 2024 Post-Hoc Reversal: Are We Selecting Models Prematurely? NeurIPS 2024 Predicting the Performance of Foundation Models via Agreement-on-the-Line NeurIPS 2024 REValueD: Regularised Ensemble Value-Decomposition for Factorisable Markov Decision Processes ICLR 2024 Revisiting Ensembling in One-Shot Federated Learning NeurIPS 2024 Robust Fine-tuning of Zero-shot Models via Variance Reduction NeurIPS 2024 SSN-Nova@LT-EDI 2024: Leveraging Vectorisation Techniques in an Ensemble Approach for Stress Identification in Low-Resource Languages EACL 2024 The Many Faces of Optimal Weak-to-Strong Learning NeurIPS 2024 TTTS: Tree Test Time Simulation for Enhancing Decision Tree Robustness against Adversarial Examples AAAI 2024 UAlberta at SemEval-2024 Task 1: A Potpourri of Methods for Quantifying Multilingual Semantic Textual Relatedness and Similarity SemEval 2024 United We Stand: Using Epoch-Wise Agreement of Ensembles to Combat Overfit AAAI 2024 Watch Your Head: Assembling Projection Heads to Save the Reliability of Federated Models AAAI 2024 AdaBoost.C2: Boosting Classifiers Chains for Multi-Label Classification AAAI 2023 AdaBoost is not an Optimal Weak to Strong Learner ICML 2023 AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning SemEval 2023 Agree to Disagree: Diversity through Disagreement for Better Transferability ICLR 2023 Alexa at SemEval-2023 Task 10: Ensemble Modeling of DeBERTa and BERT Variations for Identifying Sexist Text SemEval 2023