 One-shot Federated Learning Methods: A Practical GuideInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 |
 Wasserstein-regularized Conformal Prediction under General Distribution ShiftInternational Conference on Learning Representations (ICLR), 2025 |
 FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2024 Haokun Chen Hang Li Yao Zhang Gengyuan Zhang Jinhe Bi Juil Sock Philip Torr Denis Krompass Denis Krompass Volker Tresp |
 DFDG: Data-Free Dual-Generator Adversarial Distillation for One-Shot
Federated LearningIndustrial Conference on Data Mining (IDM), 2024 |
 Conformal Distributed Remote Inference in Sensor Networks Under Reliability and Communication ConstraintsIEEE Transactions on Signal Processing (IEEE TSP), 2024 |
 An Information Theoretic Perspective on Conformal PredictionNeural Information Processing Systems (NeurIPS), 2024 |
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