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Eric V. Strobl
Eric V. Strobl
Vanderbilt University Medical Center
vumc.org의 이메일 확인됨 - 홈페이지
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Approximate Kernel-based Conditional Independence Tests for Fast Non-Parametric Causal Discovery
EV Strobl, K Zhang, S Visweswaran
Journal of Causal Inference 7 (1), 2018
1642018
Deep multiple kernel learning
EV Strobl, S Visweswaran
2013 12th International Conference on Machine Learning and Applications 1 …, 2013
602013
Impaired recognition and regulation of disgust is associated with distinct but partially overlapping patterns of decreased gray matter volume in the ventroanterior insula
JD Woolley, EV Strobl, VE Sturm, T Shany-Ur, P Poorzand, S Grossman, ...
Biological psychiatry 78 (7), 505-514, 2015
492015
A Constraint-Based Algorithm For Causal Discovery with Cycles, Latent Variables and Selection Bias
EV Strobl
International Journal of Data Science and Analytics, 1-24, 2018
332018
Fast causal inference with non-random missingness by test-wise deletion
EV Strobl, S Visweswaran, PL Spirtes
International journal of data science and analytics 6, 47-62, 2018
322018
Predicting the risk of psychosis onset: advances and prospects
EV Strobl, SM Eack, V Swaminathan, S Visweswaran
Early intervention in psychiatry 6 (4), 368-379, 2012
252012
Identifying Patient-Specific Root Causes with the Heteroscedastic Noise Model
EV Strobl, TA Lasko
Journal of Computational Science 72, 2022
232022
BDNF serum concentrations show no relationship with diagnostic group or medication status in neurodegenerative disease
J D Woolley, E V Strobl, W B Shelly, A M Karydas, R N Robin Ketelle, ...
Current Alzheimer Research 9 (7), 815-821, 2012
202012
Improved Causal Discovery from Longitudinal Data Using a Mixture of DAGs
EV Strobl
Proceedings of Machine Learning Research 104, 100-133, 2019
182019
Estimating and controlling the false discovery rate for the PC algorithm using edge-specific p-values
EV Strobl, PL Spirtes, S Visweswaran
accepted to ACM TIST, 2016
102016
Identifying Patient-Specific Root Causes of Disease
EV Strobl, TA Lasko
Proceedings of the 13th ACM Conference on Bioinformatics, Computational …, 2022
92022
Estimating and controlling the false discovery rate of the pc algorithm using edge-specific p-values
EV Strobl, PL Spirtes, S Visweswaran
ACM Transactions on Intelligent Systems and Technology (TIST) 10 (5), 1-37, 2019
92019
Markov Blanket Ranking using Kernel-based Conditional Dependence Measures
EV Strobl, S Visweswaran
Cause Effect Pairs in Machine Learning, 2019
92019
Sample-Specific Root Causal Inference with Latent Variables
EV Strobl, TA Lasko
Causal Learning and Reasoning, 2023
72023
Markov boundary discovery with ridge regularized linear models
EV Strobl, S Visweswaran
Journal of Causal inference 4 (1), 31-48, 2016
72016
Causal Discovery with a Mixture of DAGs
EV Strobl
Machine Learning, 2022
62022
Causal Discovery Under Non-Stationary Feedback
EV Strobl
University of Pittsburgh, 2017
42017
Counterfactual Formulation of Patient-Specific Root Causes of Disease
EV Strobl
Journal of Biomedical Informatics, 2024
32024
Root Causal Inference from Single Cell RNA Sequencing with the Negative Binomial
EV Strobl
Proceedings of the 14th ACM Conference on Bioinformatics, Computational …, 2023
32023
Automated Hyperparameter Selection for the PC Algorithm
EV Strobl
Pattern Recognition Letters 151, 288-293, 2021
32021
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