7 citations · 10 across the 4 of their papers we have counts for
5 papers
xVGAE: A Hierarchical Variational Graph Autoencoder for Exchangeable Graphs
Daniele Micheletti, Federica Zoe Ricci, Erik B. Sudderth
Graphs play a crucial role in many applications, ranging from drug discovery to social network modeling and astronomy. Generative models for graphs have substantially advanced in r…
See You at the Posterior Line: Learning Bayesian Modeling Through a Car Racing Game
Federica Zoe Ricci, Mine Dogucu
We present an interactive classroom activity designed to address a central challenge in teaching introductory Bayesian statistics: how to formalize subjective knowledge and availab…
Bayesian temporal biclustering with applications to multi-subject neuroscience studies
Federica Zoe Ricci, Erik B. Sudderth, Jaylen Lee +3
We consider the problem of analyzing multivariate time series collected on multiple subjects, with the goal of identifying groups of subjects exhibiting similar trends in their rec…
A Systematic Literature Review of Undergraduate Data Science Education Research
Mine Dogucu, Sinem Demirci, Harry Bendekgey +2
The presence of data science has been profound in the scientific community in almost every discipline. An important part of the data science education expansion has been at the und…
Automated grading workflows for providing personalized feedback to open-ended data science assignments
Federica Zoe Ricci, Catalina Mari Medina, Mine Dogucu
Open-ended assignments - such as lab reports and semester-long projects - provide data science and statistics students with opportunities for developing communication, critical thi…