Mine Dogucu
Person
Research Interests:
Statistics and data science education
Bayesian education
Curricular design
Data literacy
Instructor training
Department Faculty
Content tagged with Department Faculty
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James Xenakis
Person
Research Interests:
- Statistics pedagogy,
- Statistical genetics,
- Compositional data analysis
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
Samuel Kou
Person
Research Interests:
- Stochastic inference in single molecule biophysics, chemistry and biology,
- Bayesian inference of stochastic models,
- Nonparametric methods, model selection and empirical Bayes,
- Monte Carlo methods,
- Economic and financial modeling,
Education
- P...
Kosuke Imai
Person
Research Interests:
Causal Inference,
Program Evaluation,
Survey Research,
Applied Bayesian Statistics,
Applications of Statistics in Social Sciences