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Ruben Sanchez-Romero
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2020 – today
- 2023
- [j5]Ruben Sanchez-Romero, Takuya Ito, Ravi D. Mill, Stephen José Hanson, Michael W. Cole:
Causally informed activity flow models provide mechanistic insight into network-generated cognitive activations. NeuroImage 278: 120300 (2023) - [c2]Bryan Andrews, Joseph D. Ramsey, Ruben Sanchez-Romero, Jazmin Camchong, Erich Kummerfeld:
Fast Scalable and Accurate Discovery of DAGs Using the Best Order Score Search and Grow Shrink Trees. NeurIPS 2023 - [i4]Bryan Andrews, Joseph D. Ramsey, Ruben Sanchez-Romero, Jazmin Camchong, Erich Kummerfeld:
Fast Scalable and Accurate Discovery of DAGs Using the Best Order Score Search and Grow-Shrink Trees. CoRR abs/2310.17679 (2023) - 2021
- [j4]Ruben Sanchez-Romero, Michael W. Cole:
Combining Multiple Functional Connectivity Methods to Improve Causal Inferences. J. Cogn. Neurosci. 33(2): 180-194 (2021) - 2020
- [j3]Biwei Huang, Kun Zhang, Jiji Zhang, Joseph D. Ramsey, Ruben Sanchez-Romero, Clark Glymour, Bernhard Schölkopf:
Causal Discovery from Heterogeneous/Nonstationary Data. J. Mach. Learn. Res. 21: 89:1-89:53 (2020)
2010 – 2019
- 2019
- [i3]Biwei Huang, Kun Zhang, Ruben Sanchez-Romero, Joseph D. Ramsey, Madelyn Glymour, Clark Glymour:
Diagnosis of Autism Spectrum Disorder by Causal Influence Strength Learned from Resting-State fMRI Data. CoRR abs/1902.10073 (2019) - [i2]Biwei Huang, Kun Zhang, Jiji Zhang, Joseph D. Ramsey, Ruben Sanchez-Romero, Clark Glymour, Bernhard Schölkopf:
Causal Discovery from Heterogeneous/Nonstationary Data. CoRR abs/1903.01672 (2019) - [i1]Ruben Sanchez-Romero, Joseph D. Ramsey, Kun Zhang, Clark Glymour:
Identification of Effective Connectivity Subregions. CoRR abs/1908.03264 (2019) - 2017
- [j2]Joseph D. Ramsey, Madelyn Glymour, Ruben Sanchez-Romero, Clark Glymour:
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. Int. J. Data Sci. Anal. 3(2): 121-129 (2017) - [c1]Biwei Huang, Kun Zhang, Jiji Zhang, Ruben Sanchez-Romero, Clark Glymour, Bernhard Schölkopf:
Behind Distribution Shift: Mining Driving Forces of Changes and Causal Arrows. ICDM 2017: 913-918 - 2014
- [j1]Joseph D. Ramsey, Ruben Sanchez-Romero, Clark Glymour:
Non-Gaussian methods and high-pass filters in the estimation of effective connections. NeuroImage 84: 986-1006 (2014)
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