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Statistical Methods and Inference

20 faculty research Statistical Methods and Inference on GradNova.

Z

Zhu-Tian Chen

Assistant Professor

Computer Science

University of Minnesota

3D Shape Modeling and Analysis

Computer Graphics and Visualization Techniques

Statistical Methods and Bayesian Inference

Statistical Methods and Inference

+1

T

Tianyu Zhang

Assistant Professor

Computer Science

University of Iowa

Mission-Critical Cyber-Physical Systems

Real-Time Industrial 5G

Time-Sensitive Networking

Smart Grid Security and Resilience

+4

S

Sen Lin

Assistant Professor

Computer Science

University of Houston

Computing and Software

Machine Learning

Statistical Methods and Inference

Plant Water Relations and Carbon Dynamics

+3

B

Bo Waggoner

Assistant Professor

Computer Science

University of Colorado Boulder

Complex Systems and Decision Making

Face and Expression Recognition

Statistical Methods and Inference

Stochastic Gradient Optimization Techniques

R

Rebecca Morrison

Assistant Professor

Computer Science

University of Colorado Boulder

Bayesian Modeling and Causal Inference

Gaussian Processes and Bayesian Inference

Model Reduction and Neural Networks

Probabilistic and Robust Engineering Design

+1

K

Khanh Dao Duc

Associate Member - Mathematics

Computer Science

University of British Columbia

Advanced Electron Microscopy Techniques and Applications

Electron and X-Ray Spectroscopy Techniques

Machine Learning in Healthcare

RNA Modifications and Cancer

+1

T

Trevor Campbell

Associate Member - Statistics

Computer Science

University of British Columbia

Bayesian Methods and Mixture Models

Gaussian Processes and Bayesian Inference

Markov Chains and Monte Carlo Methods

Statistical Methods and Bayesian Inference

+1

R

Rasmus Erlemann

Adjunct Faculty

Computer Science

University of North Carolina at Charlotte

Information and Cyber Security

Software-Defined Networks and 5G

Statistical Distribution Estimation and Applications

Statistical Methods and Bayesian Inference

+1

W

Wenping Wang

Professor, Computer Science & Engineering

Computer Science

Texas A&M University

Cervical Cancer and HPV Research

Liver Disease Diagnosis and Treatment

Metastasis and Carcinoma Case Studies

Statistical Methods and Inference

+1

P

Peng Zhang

Information Assistant Professor

Computer Science

Rutgers University

Neuroscience of Respiration and Sleep

Obesity, Physical Activity, Diet

Obstructive Sleep Apnea Research

Statistical Methods and Inference

+1

P

Paul Valiant

Associate Professor

Computer Science

Purdue University System

Artificial Intelligence, Machine Learning, and Natural Language Processing

Theory of Computing, Algorithms, and Quantum Computing

Machine Learning and Algorithms

Complexity and Algorithms in Graphs

+3

I

Ilya Shpitser

John C. Malone Associate Professor

Computer Science

Johns Hopkins University

Algorithmic Fairness

Applications in Health Care and Public Health

Causal Inference and Missing Data

Dependent Data

+7

D

David Blei

Professor, Joint with Statistics

Computer Science

Columbia University

Scalable Bayesian Computation

Statistical Machine Learning

Topic Models

Bayesian Methods and Mixture Models

+4

H

Haodong Wang, Ph.D.

Associate Professor

Computer Science

Cleveland State University

And Cognitive Radio

Ieee802.11 Wireless Lan

Information Retrieval and Efficient Data Management in Wireless Networked Embedded Systems

Security/privacy in Cyber-Physical Systems (cps)

+5

K

Kathryn Roeder

Professor

Computer Science

Carnegie Mellon University

Advanced Causal Inference Techniques

Bayesian Modeling and Causal Inference

Statistical Methods and Inference

S

Sivaraman Balakrishnan

Professor

Computer Science

Carnegie Mellon University

Bayesian Methods and Mixture Models

Machine Learning and Algorithms

Sparse and Compressive Sensing Techniques

Statistical Methods and Bayesian Inference

+1

L

Larry A Wasserman

Professor

Computer Science

Carnegie Mellon University

Advanced Causal Inference Techniques

Bayesian Modeling and Causal Inference

Statistical Methods and Inference