conftrace_
← Learning Types
Machine Learning › Learning Types ›

Ensemble Learning

433 papers

Papers per year

1
3
5
5
34
55
'00
'05
'10
'15
'20
'25

Papers

United We Stand: Using Epoch-Wise Agreement of Ensembles to Combat Overfit AAAI 2024
Enhancing Ensemble Clustering with Adaptive High-Order Topological Weights AAAI 2024
TTTS: Tree Test Time Simulation for Enhancing Decision Tree Robustness against Adversarial Examples AAAI 2024
Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification AAAI 2024
Multimodal Ensembling for Zero-Shot Image Classification AAAI 2024
Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios ACL 2024
Multi-Model System for Effective Subtitling Compression ACL 2024
Leveraging Ensemble Diversity for Robust Self-Training in the Presence of Sample Selection Bias AISTATS 2024
Orthogonal Gradient Boosting for Simpler Additive Rule Ensembles AISTATS 2024
BlockBoost: Scalable and Efficient Blocking through Boosting AISTATS 2024
Causal Q-Aggregation for CATE Model Selection AISTATS 2024
Bayesian Exploration of Pre-trained Models for Low-shot Image Classification CVPR 2024
PaSCo: Urban 3D Panoptic Scene Completion with Uncertainty Awareness CVPR 2024
AAST-NLP at ClimateActivism 2024: Ensemble-Based Climate Activism Stance and Hate Speech Detection : Leveraging Pretrained Language Models EACL 2024
HAMiSoN-Ensemble at ClimateActivism 2024: Ensemble of RoBERTa, Llama 2, and Multi-task for Stance Detection EACL 2024
MasonPerplexity at ClimateActivism 2024: Integrating Advanced Ensemble Techniques and Data Augmentation for Climate Activism Stance and Hate Event Identification EACL 2024
kubapok@LT-EDI 2024: Evaluating Transformer Models for Hate Speech Detection in Tamil EACL 2024
SSN-Nova@LT-EDI 2024: Leveraging Vectorisation Techniques in an Ensemble Approach for Stress Identification in Low-Resource Languages EACL 2024
Fighting Randomness with Randomness: Mitigating Optimisation Instability of Fine-Tuning using Delayed Ensemble and Noisy Interpolation EMNLP 2024
Improving Latin Dependency Parsing by Combining Treebanks and Predictions EMNLP 2024
ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles IJCAI 2024
An Asymptotic Study of Discriminant and Vote-Averaging Schemes for Randomly-Projected Linear Discriminants JMLR 2024
Optimal Weighted Random Forests JMLR 2024
MasonTigers at SemEval-2024 Task 1: An Ensemble Approach for Semantic Textual Relatedness SEMEVAL 2024
LMU-BioNLP at SemEval-2024 Task 2: Large Diverse Ensembles for Robust Clinical NLI SEMEVAL 2024