Search Results for author: Viatcheslav Gurev

Found 2 papers, 1 papers with code

Integration of AI and mechanistic modeling in generative adversarial networks for stochastic inverse problems

no code implementations17 Sep 2020 Jaimit Parikh, James Kozloski, Viatcheslav Gurev

Specifically, we simulate control and treatment populations in experimental protocols by discovering two related latent spaces of model parameters.

Beyond Backprop: Online Alternating Minimization with Auxiliary Variables

1 code implementation24 Jun 2018 Anna Choromanska, Benjamin Cowen, Sadhana Kumaravel, Ronny Luss, Mattia Rigotti, Irina Rish, Brian Kingsbury, Paolo DiAchille, Viatcheslav Gurev, Ravi Tejwani, Djallel Bouneffouf

Despite significant recent advances in deep neural networks, training them remains a challenge due to the highly non-convex nature of the objective function.

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