Ensemble Learning

Lottery Pools: Winning More by Interpolating Tickets without Increasing Training or Inference Cost AAAI 2023 MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition ICCV 2023 MEAL: Stable and Active Learning for Few-Shot Prompting EMNLP 2023 Merlion: End-to-End Machine Learning for Time Series JMLR 2023 NCUEE-NLP at WASSA 2023 Shared Task 1: Empathy and Emotion Prediction Using Sentiment-Enhanced RoBERTa Transformers ACL 2023 NLP_CHRISTINE at SemEval-2023 Task 10: Utilizing Transformer Contextual Representations and Ensemble Learning for Sexism Detection on Social Media Texts SemEval 2023 Normalizing Flow Ensembles for Rich Aleatoric and Epistemic Uncertainty Modeling AAAI 2023 Online Random Feature Forests for Learning in Varying Feature Spaces AAAI 2023 On the Calibration of Probabilistic Classifier Sets AISTATS 2023 Progressive Ensemble Distillation: Building Ensembles for Efficient Inference NeurIPS 2023 PromptBoosting: Black-Box Text Classification with Ten Forward Passes ICML 2023 Run-off Election: Improved Provable Defense against Data Poisoning Attacks ICML 2023 Stability of Random Forests and Coverage of Random-Forest Prediction Intervals NeurIPS 2023 Symphony in the Latent Space: Provably Integrating High-Dimensional Techniques with Non-linear Machine Learning Models AAAI 2023 Synthetic Data, Real Errors: How (Not) to Publish and Use Synthetic Data ICML 2023 Team_Syrax at BLP-2023 Task 1: Data Augmentation and Ensemble Based Approach for Violence Inciting Text Detection in Bangla EMNLP 2023 Top-Ambiguity Samples Matter: Understanding Why Deep Ensemble Works in Selective Classification NeurIPS 2023 Traversing Between Modes in Function Space for Fast Ensembling ICML 2023 Two Birds One Stone: Dynamic Ensemble for OOD Intent Classification ACL 2023 UMUTeam and SINAI at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis using Multilingual Large Language Models and Data Augmentation SemEval 2023 Weighted Ensemble Self-Supervised Learning ICLR 2023 Witcherses at SemEval-2023 Task 12: Ensemble Learning for African Sentiment Analysis SemEval 2023 Adaptive Private-K-Selection with Adaptive K and Application to Multi-label PATE AISTATS 2022 An Ensemble Approach to Detect Emotions at an Essay Level ACL 2022 Arabic Sentiment Analysis by Pretrained Ensemble EMNLP 2022