Emily Fertig

activity

20182024

most citedCan You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift

924 citations · 938 across the 6 of their papers we have counts for

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cs.LG2018★ 2 cited

$β$ -VAEs can retain label information even at high compression

Emily Fertig, Aryan Arbabi, Alexander A. Alemi

In this paper, we investigate the degree to which the encoding of a $β$ -VAE captures label information across multiple architectures on Binary Static MNIST and Omniglot. Even thoug…

β-VAEs can retain label information even at high compression

$β$ -VAEs can retain label information even at high compression