GitHub

Tigramite – Causal inference for time series datasets

Update: Tigramite now has a new CausalEffects class that allows to estimate (conditional) causal effects and mediation based on assuming a causal graph. Have a look at the tutorial. Further, Tigramite ...
GitHub

Gaussian-Process Hilbert Transform (GP-HT)

This repository contains an implementation of the source code used for the paper entitled "The Gaussian Process Hilbert Transform (GP-HT): Testing the Consistency of ...
IEEE

Linglong Dai

Linglong Dai (Fellow, IEEE) received the B.S. degree from Zhejiang University, Hangzhou, China, in 2003, the M.S. degree (Hons.) from China Academy of ...
IEEE

Melanie N. Zeilinger

Model Predictive Control,Nonlinear Systems,Constraint Satisfaction,Optimization Problem,Model Predictive Control Strategy,Estimation Error,Input Constraints,Morphine ...
PNAS

Comparative performance of viral landscape phylogeography approaches

Thanks to their rapid evolution, viral genomes can be analyzed and compared to estimate the dispersal history of the virus responsible for an epidemic, a task known as phylogeographic inference. In ...
Frontiers

Choosing informative priors in Bayesian regression models: a simulation study and tutorial using Stan and R

This tutorial will not only outline strategies for eliciting and specifying priors based on existing knowledge but will also demonstrate how these choices affect the results obtained from Bayesian ...
www.cs.cmu.edu

Machine Learning

This is a tentative schedule and is subject to change. Please note that Youtube takes some time to process videos before they become available.