James Xenakis
Person
Research Interests:
- Statistics pedagogy,
- Statistical genetics,
- Compositional data analysis
Department Faculty
Content tagged with Department Faculty
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Mark Sellke
Person
Research Interests:
- Spin glasses,
- Machine learning theory,
- High-dimensional statistics
Sham Kakade
Person
Research Interests:
Machine Learning and AI Theory,
Reinforcement learning,
Deep Learning,
Natural Language Processing,
Robotics
Morgane Austern
Person
Research Interests:
Applied Probability,
Learning on structured data,
Machine learning theory,
High dimensional statistics,
Information and ergodic theory
Pragya Sur
Person
Research Interests:
- High-dimensional Statistics,
- Machine Learning Theory,
- Statistical Foundations of AI,
- Causal Inference in High Dimensions
Alexander Young
Person
Research Interests:
- Entropy and Mutual Information estimation and applications,
- Mathematical and statistical modeling of complex systems,
- Scalable MCMC algorithms,
- UQ for Mathetmatical Models of nonlinear and multiscale phenomena,
- Applied Probability
Subhabrata Sen
Person
Research Interests:
- Applied Probability,
- Statistics of Networks,
- Signal Detection
Julie Vu
Person
Research Interests
- Statistics Education,
- Statistical Genetics,
- Genetic Association Studies
Xihong Lin
Person
Research Interests:
- Scalable statistical inference for big data,
- Statistical Machine Learning and AI,
- Integrative data analysis,
- Causal inference and mediation analysis,
- Statistical genetics and genomics,
- Analysis of complex observational data,
- Statistical cloud...
Xiao-Li Meng
Person
Research Interests:
- Statistical theory and principles for data science,
- Philosophical and foundational issues in statistics,
- Statistical computing and computational statistics,
Signal extractions and uncertainty assessments
- Statistical Theory and Principles...