110 citations · 298 across the 13 of their papers we have counts for
Showing 2019Show all
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stat.ML2019★ 12 cited
Streaming Variational Monte Carlo
Yuan Zhao, Josue Nassar, Ian Jordan +2
Nonlinear state-space models are powerful tools to describe dynamical structures in complex time series. In a streaming setting where data are processed one sample at a time, simul…
cs.LG2019★ 37 cited
Gated recurrent units viewed through the lens of continuous time dynamical systems
Ian D. Jordan, Piotr Aleksander Sokol, Il Memming Park
Gated recurrent units (GRUs) are specialized memory elements for building recurrent neural networks. Despite their incredible success on various tasks, including extracting dynamic…