ensemble method

CADE: Continual Weakly-supervised Video Anomaly Detection with Ensembles WACV 2026 Cleaning the Pool: Progressive Filtering of Unlabeled Pools in Deep Active Learning CVPR 2026 Ensemble Methods for Low-Resource Russian-Kyrgyz Machine Translation: When Diverse Models Beat Better Models EACL 2026 Exogenous Randomness Empowering Random Forests JMLR 2026 OxEnsemble: Fair Ensembles for Low-Data Classification MIDL 2026 QalamID at AbjadAuthorID Shared Task: Morphology Matters, A Hybrid Ensemble for Arabic Authorship Attribution EACL 2026 Resolving Predictive Multiplicity for the Rashomon Set AAAI 2026 SAC-Diff: A Scan-Aware Consistency-Enhanced Diffusion Framework for Unsupervised Chest CT Anomaly Detection MIDL 2026 SPIO: Ensemble and Selective Strategies via LLM-Based Multi-Agent Planning in Automated Data Science ACL 2026 TABED: Test-Time Adaptive Ensemble Drafting for Robust Speculative Decoding in LVLMs EACL 2026 Tashkees-AI at AbjadMed 2026: Flat vs. Hierarchical Classification for Fine-Grained Arabic Medical QA EACL 2026 The Avengers: A Routing Recipe for Collective Intelligence in Language Models AAAI 2026 TinyJudge: Unverifiable Constraint Alignment via Lightweight Specialist Ensembles ACL 2026 A Comprehensive Taxonomy of Bias Mitigation Methods for Hate Speech Detection ACL 2025 Aligning Time-series by Local Trends: Applications in Public Health AAAI 2025 ALTBI: Constructing Improved Outlier Detection Models via Optimization of Inlier-Memorization Effect AAAI 2025 Are Ensembles Getting Better All the Time? JMLR 2025 Automated Collection of Evaluation Dataset for Semantic Search in Low-Resource Domain Language COLING 2025 Batch Ensemble for Variance Dependent Regret in Stochastic Bandits AAAI 2025 Bayesian Low-Rank Learning (Bella): A Practical Approach to Bayesian Neural Networks AAAI 2025 BBN-U.Oregon’s ALERT system at GenAI Content Detection Task 3: Robust Authorship Style Representations for Cross-Domain Machine-Generated Text Detection COLING 2025 BD at BEA 2025 Shared Task: MPNet Ensembles for Pedagogical Mistake Identification and Localization in AI Tutor Responses ACL 2025 BlackboxNLP-2025 MIB Shared Task: Exploring Ensemble Strategies for Circuit Localization Methods EMNLP 2025 Coling-UniA at SciVQA 2025: Few-Shot Example Retrieval and Confidence-Informed Ensembling for Multimodal Large Language Models ACL 2025 Combining Climate Models using Bayesian Regression Trees and Random Paths JMLR 2025