924 citations · 938 across the 6 of their papers we have counts for
3 papers · 1 filter
The Vizier Gaussian Process Bandit Algorithm
Xingyou Song, Qiuyi Zhang, Chansoo Lee +8
Google Vizier has performed millions of optimizations and accelerated numerous research and production systems at Google, demonstrating the success of Bayesian optimization as a la…
Dueling Decoders: Regularizing Variational Autoencoder Latent Spaces
Bryan Seybold, Emily Fertig, Alex Alemi +1
Variational autoencoders learn unsupervised data representations, but these models frequently converge to minima that fail to preserve meaningful semantic information. For example,…
-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 -VAE captures label information across multiple architectures on Binary Static MNIST and Omniglot. Even thoug…