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SystemMatch: optimizing preclinical drug models to human clinical outcomes via generative latent-space matching


May 14, 2022
Scott Gigante, Varsha G. Raghavan, Amanda M. Robinson, Robert A. Barton, Adeeb H. Rahman, Drausin F. Wulsin, Jacques Banchereau, Noam Solomon, Luis F. Voloch, Fabian J. Theis

* Published at the MLDD workshop, ICLR 2022 

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Visualizing the PHATE of Neural Networks


Aug 07, 2019
Scott Gigante, Adam S. Charles, Smita Krishnaswamy, Gal Mishne


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Compressed Diffusion


Jan 31, 2019
Scott Gigante, Jay S. Stanley III, Ngan Vu, David van Dijk, Kevin Moon, Guy Wolf, Smita Krishnaswamy

* 4 pages double column, submitted to SampTA 2019, appendix included for proofs 

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Modeling Dynamics of Biological Systems with Deep Generative Neural Networks


Sep 28, 2018
David van Dijk, Scott Gigante, Kevin Moon, Alexander Strzalkowski, Katie Ferguson, Jess Cardin, Guy Wolf, Smita Krishnaswamy


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