Search Results for author: Pouya M. Ghari

Found 2 papers, 1 papers with code

Budgeted Online Model Selection and Fine-Tuning via Federated Learning

no code implementations19 Jan 2024 Pouya M. Ghari, Yanning Shen

Although employing a larger set of candidate models naturally leads to more flexibility in model selection, this may be infeasible in cases where prediction tasks are performed on edge devices with limited memory.

Federated Learning Model Selection

Personalized Online Federated Learning with Multiple Kernels

1 code implementation9 Nov 2023 Pouya M. Ghari, Yanning Shen

Federated learning enables a group of learners (called clients) to train an MKL model on the data distributed among clients to perform online non-linear function approximation.

Federated Learning

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