73 citations · 123 across the 30 of their papers we have counts for
3 papers · 1 filter
Joint Domain-Class Modeling for Federated Learning Under Feature Skew
Sina Najafi, Mostafa Tavassolipour, Seyed Pooya Shariatpanahi
Federated learning (FL) enables collaborative model training without centralizing private data, but performance often degrades under feature skew: clients share labels while the co…
Exploiting Expertise of Non-Expert and Diverse Agents in Social Bandit Learning: A Free Energy Approach
Erfan Mirzaei, Seyed Pooya Shariatpanahi, Alireza Tavakoli +2
Personalized AI-based services involve a population of individual reinforcement learning agents. However, most reinforcement learning algorithms focus on harnessing individual lear…
TopRank-Based Delivery Rate Optimization for Coded Caching under Non-Uniform Demands
Mohammadsaber Bahadori, Seyed Pooya Shariatpanahi, Behnam Bahrak
We study the problem of coded caching with nonuniform file popularity under the setting where the popularity distribution is initially unknown. By reframing the problem, we propose…