128 citations · 132 across the 3 of their papers we have counts for
4 papers
A Self-supervised Approach to Hierarchical Forecasting with Applications to Groupwise Synthetic Controls
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…
GANs for Biological Image Synthesis
Anton Osokin, Anatole Chessel, Rafael E. Carazo Salas +1
In this paper, we propose a novel application of Generative Adversarial Networks (GAN) to the synthesis of cells imaged by fluorescence microscopy. Compared to natural images, cell…
Sustainable computational science: the ReScience initiative
Nicolas P. Rougier, Konrad Hinsen, Frédéric Alexandre +42
Computer science offers a large set of tools for prototyping, writing, running, testing, validating, sharing and reproducing results, however computational science lags behind. In…
On the maximization of likelihoods belonging to the exponential family using ideas related to the Levenberg-Marquardt approach
Marco Giordan, Federico Vaggi, Ron Wehrens
The Levenberg-Marquardt algorithm is a flexible iterative procedure used to solve non-linear least squares problems. In this work we study how a class of possible adaptations of th…