communication cost

Characterizing the Accuracy-Communication-Privacy Trade-off in Distributed Stochastic Convex Optimization AISTATS 2025 DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers ICML 2025 Event-Driven Online Vertical Federated Learning ICLR 2025 Federated Q-Learning with Reference-Advantage Decomposition: Almost Optimal Regret and Logarithmic Communication Cost ICLR 2025 FedSPD: A Soft-clustering Approach for Personalized Decentralized Federated Learning UAI 2025 FSL-SAGE: Accelerating Federated Split Learning via Smashed Activation Gradient Estimation ICML 2025 Gap-Dependent Bounds for Federated Q-Learning ICML 2025 Hypernetwork Aggregation for Decentralized Personalized Federated Learning IJCAI 2025 LBI-FL: Low-Bit Integerized Federated Learning with Temporally Dynamic Bit-Width Allocation ICML 2025 Provably Near-Optimal Federated Ensemble Distillation with Negligible Overhead ICML 2025 Rethinking the Temperature for Federated Heterogeneous Distillation ICML 2025 Understanding the Statistical Accuracy-Communication Trade-off in Personalized Federated Learning with Minimax Guarantees ICML 2025 Bridging Model Heterogeneity in Federated Learning via Uncertainty-based Asymmetrical Reciprocity Learning ICML 2024 Communication-Efficient Federated Non-Linear Bandit Optimization ICLR 2024 Exploiting Label Skews in Federated Learning with Model Concatenation AAAI 2024 Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes ICML 2024 Federated Q-Learning: Linear Regret Speedup with Low Communication Cost ICLR 2024 FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees ICML 2024 Incentivized Truthful Communication for Federated Bandits ICLR 2024 Knowledge Distillation in Federated Learning: A Practical Guide IJCAI 2024 Practical Hybrid Gradient Compression for Federated Learning Systems IJCAI 2024 A^2CiD^2: Accelerating Asynchronous Communication in Decentralized Deep Learning NeurIPS 2023 Almost Cost-Free Communication in Federated Best Arm Identification AAAI 2023 Distributed Contextual Linear Bandits with Minimax Optimal Communication Cost ICML 2023 Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout AISTATS 2023