Current location:
New York, NY
Alexander Statnikov
Position:
Assistant Professor, Department of Medicine, Division of Clinical Pharmacology, NYU School of Medicine; Director, Computational Causal Discovery Laboratory, Center for Health Informatics and Bioinformatics
Department:
Department of Medicine, Division of Clinical Pharmacology, NYU Center for Health Informatics and Bioinformatics
School:
NYU School of Medicine
Institution:
New York University
Alexander knows about....
- Computational causal discovery
- variable selection, and supervised learning in high-dimensional data
- Comprehensive empirical benchmarking of various machine learning methodologies
- Machine learning analysis of biomedical and other high-dimensional data
- Causal structure/network discovery and analysis
- Variable/feature selection
- Predictive modeling and supervised learning (classification and regression)
- Benchmarking/evaluation of methods for analysis of high-dimensional data
- Multicriteria optimization
Bibliography for Alexander:
- http://cds.nyu.edu/people/
- http://www.med.nyu.edu/chibi/
- http://ccdlab.org/
