output
20062025
most citedIonic transport through a protein nanopore: a Coarse-Grained Molecular Dynamics Study

28 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing cs.LGShow all

3 papers · 1 filter

cs.LG2022

Learning 4DVAR inversion directly from observations

Arthur Filoche, Julien Brajard, Anastase Charantonis +1

Variational data assimilation and deep learning share many algorithmic aspects in common. While the former focuses on system state estimation, the latter provides great inductive b…

cs.LG2020★ 3 cited

A Stochastic Path-Integrated Differential EstimatoR Expectation Maximization Algorithm

Gersende Fort, Eric Moulines, Hoi-To Wai

The Expectation Maximization (EM) algorithm is of key importance for inference in latent variable models including mixture of regressors and experts, missing observations. This pap…

cs.LG2020

Discretization and Machine Learning Approximation of BSDEs with a Constraint on the Gains-Process

Idris Kharroubi, Thomas Lim, Xavier Warin

We study the approximation of backward stochastic differential equations (BSDEs for short) with a constraint on the gains process. We first discretize the constraint by applying a…