244 citations · 282 across the 3 of their papers we have counts for
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cs.LG2017★ 244 cited
TensorFlow Distributions
Joshua V. Dillon, Ian Langmore, Dustin Tran +7
The TensorFlow Distributions library implements a vision of probability theory adapted to the modern deep-learning paradigm of end-to-end differentiable computation. Building on tw…
cs.LG2017★ 5 cited
Signal-based Bayesian Seismic Monitoring
David A. Moore, Stuart J. Russell
Detecting weak seismic events from noisy sensors is a difficult perceptual task. We formulate this task as Bayesian inference and propose a generative model of seismic events and s…