Search Results for author: Federico Vaggi

Found 2 papers, 1 papers with code

A Self-supervised Approach to Hierarchical Forecasting with Applications to Groupwise Synthetic Controls

no code implementations25 Jun 2019 Konstantin Mishchenko, Mallory Montgomery, Federico Vaggi

When forecasting time series with a hierarchical structure, the existing state of the art is to forecast each time series independently, and, in a post-treatment step, to reconcile the time series in a way that respects the hierarchy (Hyndman et al., 2011; Wickramasuriya et al., 2018).

counterfactual Time Series +1

GANs for Biological Image Synthesis

1 code implementation ICCV 2017 Anton Osokin, Anatole Chessel, Rafael E. Carazo Salas, Federico Vaggi

In this paper, we propose a novel application of Generative Adversarial Networks (GAN) to the synthesis of cells imaged by fluorescence microscopy.

Image Generation

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