← authors · overview

• Federated Learning Over Images: Vertical Decompositions and Pre-Trained Backbones Are Difficult to Beat
  2023 · 11 citations
• Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout
  2022 · 7 citations
• Adaptive Federated Learning with Auto-Tuned Clients
  2023 · 3 citations
• Federated Multiple Label Hashing (FedMLH): Communication Efficient Federated Learning on Extreme Classification Tasks
  2021 · 2 citations
• Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation
  2023 · 2 citations
• Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings
  2023 · 1 citations
• Convergence Analysis of Two-Layer Neural Networks under Gaussian Input Masking
  2026