17 citations · 18 across the 4 of their papers we have counts for
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cs.LG2018
Harmonic Alignment
Jay S. Stanley, Scott Gigante, Guy Wolf +1
We propose a novel framework for combining datasets via alignment of their intrinsic geometry. This alignment can be used to fuse data originating from disparate modalities, or to…
cs.LG2018
Modeling Global Dynamics from Local Snapshots with Deep Generative Neural Networks
Scott Gigante, David van Dijk, Kevin Moon +3
Complex high dimensional stochastic dynamic systems arise in many applications in the natural sciences and especially biology. However, while these systems are difficult to describ…