Search Results for author: Behnaz Arzani

Found 2 papers, 0 papers with code

FedSpace: An Efficient Federated Learning Framework at Satellites and Ground Stations

no code implementations2 Feb 2022 Jinhyun So, Kevin Hsieh, Behnaz Arzani, Shadi Noghabi, Salman Avestimehr, Ranveer Chandra

To address these challenges, we leverage Federated Learning (FL), where ground stations and satellites collaboratively train a global ML model without sharing the captured images on the satellites.

Federated Learning

Interpret-able feedback for AutoML systems

no code implementations22 Feb 2021 Behnaz Arzani, Kevin Hsieh, Haoxian Chen

Automated machine learning (AutoML) systems aim to enable training machine learning (ML) models for non-ML experts.

Active Learning AutoML +1

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