ensemble

Diverse Prototypical Ensembles Improve Robustness to Subpopulation Shift ICML 2025 FedBEns: One-Shot Federated Learning based on Bayesian Ensemble ICML 2025 SEAD: Unsupervised Ensemble of Streaming Anomaly Detectors ICML 2025 Theoretical Limitations of Ensembles in the Age of Overparameterization ICML 2025 Weakly Supervised Anomaly Detection via Dual-Tailed Kernel ICML 2025 What makes an Ensemble (Un) Interpretable? ICML 2025 Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction ECCV 2024 ASML: A Scalable and Efficient AutoML Solution for Data Streams AutoML 2024 Beyond Sole Strength: Customized Ensembles for Generalized Vision-Language Models ICML 2024 Boundary Exploration for Bayesian Optimization With Unknown Physical Constraints ICML 2024 CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers ICML 2024 Efficiently correcting patch-based segmentation errors to control image-level performance in retinal images MIDL 2024 Improving Transfer Learning by means of Ensemble Learning and Swarm Intelligence-based Neuroevolution AutoML 2024 LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views ICML 2024 Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting ICML 2024