149 citations · 172 across the 19 of their papers we have counts for
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cs.LG2022
A Geometric Method for Improved Uncertainty Estimation in Real-time
Gabriella Chouraqui, Liron Cohen, Gil Einziger +1
Machine learning classifiers are probabilistic in nature, and thus inevitably involve uncertainty. Predicting the probability of a specific input to be correct is called uncertaint…
cs.LG2022★ 2 cited
QUIC-FL: Quick Unbiased Compression for Federated Learning
Ran Ben Basat, Shay Vargaftik, Amit Portnoy +3
Distributed Mean Estimation (DME), in which clients communicate vectors to a parameter server that estimates their average, is a fundamental building block in communication-eff…