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20222026
most citedPeFLL: Personalized Federated Learning by Learning to Learn

1 citations · 1 across the 7 of their papers we have counts for

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cs.LG2024

DP-KAN: Differentially Private Kolmogorov-Arnold Networks

Nikita P. Kalinin, Simone Bombari, Hossein Zakerinia +1

We study the Kolmogorov-Arnold Network (KAN), recently proposed as an alternative to the classical Multilayer Perceptron (MLP), in the application for differentially private model…

cs.LG2024

More Flexible PAC-Bayesian Meta-Learning by Learning Learning Algorithms

Hossein Zakerinia, Amin Behjati, Christoph H. Lampert

We introduce a new framework for studying meta-learning methods using PAC-Bayesian theory. Its main advantage over previous work is that it allows for more flexibility in how the t…