Ruben Sanchez-Romero

According to our database, Ruben Sanchez-Romero authored at least 9 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Causally informed activity flow models provide mechanistic insight into network-generated cognitive activations.

Ruben Sanchez-Romero, Takuya Ito, Ravi D. Mill, Stephen José Hanson, Michael W. Cole

NeuroImage, September, 2023

Fast Scalable and Accurate Discovery of DAGs Using the Best Order Score Search and Grow Shrink Trees.

Bryan Andrews, Joseph D. Ramsey, Ruben Sanchez-Romero, Jazmin Camchong, Erich Kummerfeld

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

Combining Multiple Functional Connectivity Methods to Improve Causal Inferences.

Ruben Sanchez-Romero, Michael W. Cole

J. Cogn. Neurosci., 2021

2020

Causal Discovery from Heterogeneous/Nonstationary Data.

Biwei Huang, Kun Zhang, Jiji Zhang, Joseph D. Ramsey, Ruben Sanchez-Romero, Clark Glymour, Bernhard Schölkopf

J. Mach. Learn. Res., 2020

2019

Identification of Effective Connectivity Subregions.

Ruben Sanchez-Romero, Joseph D. Ramsey, Kun Zhang, Clark Glymour

CoRR, 2019

Diagnosis of Autism Spectrum Disorder by Causal Influence Strength Learned from Resting-State fMRI Data.

Biwei Huang, Kun Zhang, Ruben Sanchez-Romero, Joseph D. Ramsey, Madelyn Glymour, Clark Glymour

CoRR, 2019

2017

A million variables and more: the Fast Greedy Equivalence Search algorithm for learning high-dimensional graphical causal models, with an application to functional magnetic resonance images.

Joseph D. Ramsey, Madelyn Glymour, Ruben Sanchez-Romero, Clark Glymour

Int. J. Data Sci. Anal., 2017

Behind Distribution Shift: Mining Driving Forces of Changes and Causal Arrows.

Biwei Huang, Kun Zhang, Jiji Zhang, Ruben Sanchez-Romero, Clark Glymour, Bernhard Schölkopf

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2014

Non-Gaussian methods and high-pass filters in the estimation of effective connections.

Joseph D. Ramsey, Ruben Sanchez-Romero, Clark Glymour

NeuroImage, 2014