354 citations · 1.9k across the 38 of their papers we have counts for
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stat.ML2023
Speed Limits for Deep Learning
Inbar Seroussi, Alexander A. Alemi, Moritz Helias +1
State-of-the-art neural networks require extreme computational power to train. It is therefore natural to wonder whether they are optimally trained. Here we apply a recent advancem…
cs.LG2023
Variational Prediction
Alexander A. Alemi, Ben Poole
Bayesian inference offers benefits over maximum likelihood, but it also comes with computational costs. Computing the posterior is typically intractable, as is marginalizing that p…