Hossein Zakerinia

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Life Long Learning

Differentially Private

Learning Algorithm

Top Venues

Publications

Hossein Zakerinia, Shayan Talaei, Giorgi Nadiradze, Dan Alistarh
Communication-Efficient Federated Learning With Data and Client Heterogeneity. AISTATS (2024)
Nikita P. Kalinin, Simone Bombari, Hossein Zakerinia, Christoph H. Lampert
DP-KAN: Differentially Private Kolmogorov-Arnold Networks. CoRR (2024)
Hossein Zakerinia, Amin Behjati, Christoph H. Lampert
More Flexible PAC-Bayesian Meta-Learning by Learning Learning Algorithms. CoRR (2024)
Jonathan Scott, Hossein Zakerinia, Christoph H. Lampert
PeFLL: Personalized Federated Learning by Learning to Learn. ICLR (2024)
Jonathan Scott, Hossein Zakerinia, Christoph H. Lampert
PeFLL: A Lifelong Learning Approach to Personalized Federated Learning. CoRR (2023)
Hossein Zakerinia, Shayan Talaei, Giorgi Nadiradze, Dan Alistarh
QuAFL: Federated Averaging Can Be Both Asynchronous and Communication-Efficient. CoRR (2022)