Brian Liu
Research Interests:
Machine learning,
Ensemble learning,
Tree-based methods,
Discrete and Combinatorial optimization
Research Interests:
Machine learning,
Ensemble learning,
Tree-based methods,
Discrete and Combinatorial optimization
Research Interests:
Just-in-Time Adaptive Interventions,
Mobile Health,
Ecological Momentary Assessment,
Uncertainty Quantification,
Human-Computer Interaction
Research Interests:
Causal inference
Statistical machine learning
Optimization
Decision making under uncertainty
Research Interests:
Distribution-free inference,
Algorithmic stability,
Machine learning theory
Research Interests:
Graphical models,
High-dimensional statistics,
Bayes and empirical Bayes,
Psychometrics
Research Interests:
LLM,
Agent systems,
causal inference,
generative models,
spatial transcriptomics
Research Interests:
Causal inference,
Machine learning,
Semiparametrics,
Automated estimation
Research Interests:
Statistical machine learning,
scalable algorithms,
high-dimensional statistics,
approximate inference,
probability,
distribution compression,
climate and weather forecasting,
social good