4 citations · 8 across the 3 of their papers we have counts for
4 papers
RSVP-graphs: Fast High-dimensional Covariance Matrix Estimation under Latent Confounding
Rajen D. Shah, Benjamin Frot, Gian-Andrea Thanei +1
In this work we consider the problem of estimating a high-dimensional covariance matrix , given observations of confounded data with covariance , where…
Robust causal structure learning with some hidden variables
Benjamin Frot, Preetam Nandy, Marloes H. Maathuis
We introduce a new method to estimate the Markov equivalence class of a directed acyclic graph (DAG) in the presence of hidden variables, in settings where the underlying DAG among…
Latent variable model selection for Gaussian conditional random fields
Benjamin Frot, Luke Jostins, Gil McVean
We consider the problem of learning a conditional Gaussian graphical model in the presence of latent variables. Building on recent advances in this field, we suggest a method that…
Godel's Completeness Theorem and Deligne's Theorem
Benjamin Frot
These notes were written for a presentation given at the university Paris VII in January 2012. The goal was to explain a proof of a famous theorem by P. Deligne about coherent topo…