Scholar
Alex Markham
Google Scholar ID: UoPc5ekAAAAJ
Postdoc, University of Copenhagen
Citations & Impact
Citations
114
H-index
5
i10-index
3
Publications
15
Co-authors
16
list available
Publications
Resume (English only)
Academic Achievements
- - Paper: Neuro-Causal Factor Analysis, 2023
- - Paper: Combinatorial and algebraic perspectives on the marginal independence structure of Bayesian networks, 2022
- - Paper: A Transformational Characterization of Unconditionally Equivalent Bayesian Networks, 2022
- - Paper: A Distance Covariance-based Kernel for Nonlinear Causal Clustering in Heterogeneous Populations, 2022
- - Paper: Distance Covariance: A Nonlinear Extension of Riemannian Geometry for EEG-based Brain-Computer Interfacing, 2021
Research Experience
- - Postdoc Researcher, KTH Royal Institute of Technology, with Liam Solus
- - Postdoc Researcher, University of Copenhagen, with Niels Richard Hansen
- - SMARTbiomed Fellow, with Erin Gabriel
Education
- - PhD in Computer Science, 2022, University of Vienna, Advisor: Moritz Grosse-Wentrup
- - MS in Logic, Computation, and Methodology, 2017, Carnegie Mellon University
- - BA in Philosophy, BA in Mathematics, 2015, St. Mary's University
Background
- Research interests: Causality and Machine Learning, Combinatorics and Algebraic Statistics, Single-cell Transcriptomics and Neuroimaging Applications, Methodology and Philosophy of Science. Biography: Alex Markham is a postdoc researcher at the University of Copenhagen, working with Niels Richard Hansen in the Copenhagen Causality Lab, and also a SMARTbiomed fellow, working with Erin Gabriel.
