distributed learning

DICE: Data Influence Cascade in Decentralized Learning ICLR 2025 Differential Privacy in Distributed Learning: Beyond Uniformly Bounded Stochastic Gradients AISTATS 2025 Diffusion-Based Active Learning for Distributed Client Manifolds AAAI 2025 DisC2o-HD: Distributed causal inference with covariates shift for analyzing real-world high-dimensional data JMLR 2025 Distributed Cascaded Manifold Hashing Network for Compact Image Set Representation IJCAI 2025 DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agent ICLR 2025 Efficient Federated Learning via Clients-to-Server Knowledge Distillation (Student Abstract) AAAI 2025 FAST: A Lightweight Mechanism Unleashing Arbitrary Client Participation in Federated Learning IJCAI 2025 FedAPA: Server-side Gradient-Based Adaptive Personalized Aggregation for Federated Learning on Heterogeneous Data IJCAI 2025 Federated Voxel Scene Graph for Intracranial Hemorrhage WACV 2025 FedMABench: Benchmarking Mobile GUI Agents on Decentralized Heterogeneous User Data EMNLP 2025 Foundations of Multi-Agent Learning in Dynamic Environments: Where Reinforcement Learning Meets Strategic Decision-Making AAAI 2025 From Promise to Practice: Realizing High-performance Decentralized Training ICLR 2025 GAS: Generative Activation-Aided Asynchronous Split Federated Learning AAAI 2025 Generalization and Distributed Learning of GFlowNets ICLR 2025 HD-PiSSA: High-Rank Distributed Orthogonal Adaptation EMNLP 2025 Highly Parallelized Reinforcement Learning Training with Relaxed Assignment Dependencies AAAI 2025 How to Recover Long Audio Sequences Through Gradient Inversion Attack With Dynamic Segment-based Reconstruction Interspeech 2025 IBAS:Imperceptible Backdoor Attacks in Split Learning with Limited Information AAAI 2025 Infighting in the Dark: Multi-Label Backdoor Attack in Federated Learning CVPR 2025 Mean Aggregator is More Robust than Robust Aggregators under Label Poisoning Attacks on Distributed Heterogeneous Data JMLR 2025 MindFlayer SGD: Efficient Parallel SGD in the Presence of Heterogeneous and Random Worker Compute Times UAI 2025 Multi-player Multi-armed Bandits with Delayed Feedback IJCAI 2025 One-shot Federated Learning Methods: A Practical Guide IJCAI 2025 On the Robustness of Distributed Machine Learning Against Transfer Attacks AAAI 2025