98 citations · 224 across the 9 of their papers we have counts for
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stat.ML2018★ 33 cited
Tree-Structured Recurrent Switching Linear Dynamical Systems for Multi-Scale Modeling
Josue Nassar, Scott W. Linderman, Monica Bugallo +1
Many real-world systems studied are governed by complex, nonlinear dynamics. By modeling these dynamics, we can gain insight into how these systems work, make predictions about how…
stat.ML2018★ 7 cited
Information Geometry of Orthogonal Initializations and Training
Piotr A. Sokol, Il Memming Park
Recently mean field theory has been successfully used to analyze properties of wide, random neural networks. It gave rise to a prescriptive theory for initializing feed-forward neu…