ensemble learning

1271 papers

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EL

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text classification (6776) ensemble method (560) transformer model (1988) transfer learning (5442) data augmentation (3037) sentiment analysis (2079) large language model (12755) neural network (6616) language model (4573) multi-label classification (1004)

Papers

Ensemble-based Deep Reinforcement Learning for Vehicle Routing Problems under Distribution Shift NIPS 2023

Online Random Feature Forests for Learning in Varying Feature Spaces AAAI 2023

Sample-Efficient and Safe Deep Reinforcement Learning via Reset Deep Ensemble Agents NIPS 2023

DENL: Diverse Ensemble and Noisy Logits for Improved Robustness of Neural Networks ACML 2023

UMUTeam and SINAI at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis using Multilingual Large Language Models and Data Augmentation SEMEVAL 2023

Lookaround Optimizer: $k$ steps around, 1 step average NIPS 2023

Ensemble-in-One: Ensemble Learning within Random Gated Networks for Enhanced Adversarial Robustness AAAI 2023

An Ensemble Approach for Automated Theorem Proving Based on Efficient Name Invariant Graph Neural Representations IJCAI 2023

Federated Cross Learning for Medical Image Segmentation MIDL 2023

Optimizing Mode Connectivity for Class Incremental Learning ICML 2023

Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud Recognition ICCV 2023

Towards Understanding Ensemble Distillation in Federated Learning ICML 2023

Certifying Ensembles: A General Certification Theory with S-Lipschitzness ICML 2023

Witcherses at SemEval-2023 Task 12: Ensemble Learning for African Sentiment Analysis SEMEVAL 2023

Overcoming Language Priors for Visual Question Answering via Loss Rebalancing Label and Global Context UAI 2023

Test-Time Self-Adaptive Small Language Models for Question Answering EMNLP 2023

To Stay or Not to Stay in the Pre-train Basin: Insights on Ensembling in Transfer Learning NIPS 2023

Local and Global Logit Adjustments for Long-Tailed Learning ICCV 2023

EMEF: Ensemble Multi-Exposure Image Fusion AAAI 2023

Mavericks at BLP-2023 Task 1: Ensemble-based Approach Using Language Models for Violence Inciting Text Detection EMNLP 2023

AdaBoost is not an Optimal Weak to Strong Learner ICML 2023

On Computing Optimal Tree Ensembles ICML 2023

UMUTeam at SemEval-2023 Task 12: Ensemble Learning of LLMs applied to Sentiment Analysis for Low-resource African Languages SEMEVAL 2023

ABCD Team at SemEval-2023 Task 12: An Ensemble Transformer-based System for African Sentiment Analysis SEMEVAL 2023

A Randomized Subspace-based Approach for Dimensionality Reduction and Important Variable Selection JMLR 2023