Non-Uniform Sampling of Fixed Margin Uniform Matrices

2 code implementations • 29 Jul 2020 • Alex Fout, Bailey K. Fosdick, Matthew P. Hitt

Data sets in the form of binary matrices are ubiquitous across scientific domains, and researchers are often interested in identifying and quantifying noteworthy structure.

Methodology

Improving Traffic Safety Through Video Analysis in Jakarta, Indonesia

1 code implementation • 30 Nov 2018 • João Caldeira, Alex Fout, Aniket Kesari, Raesetje Sefala, Joseph Walsh, Katy Dupre, Muhammad Rizal Khaefi, Setiaji, George Hodge, Zakiya Aryana Pramestri, Muhammad Adib Imtiyazi

This project presents the results of a partnership between the Data Science for Social Good fellowship, Jakarta Smart City and Pulse Lab Jakarta to create a video analysis pipeline for the purpose of improving traffic safety in Jakarta.

Protein Interface Prediction using Graph Convolutional Networks

2 code implementations • NeurIPS 2017 • Alex Fout, Jonathon Byrd, Basir Shariat, Asa Ben-Hur

We consider the prediction of interfaces between proteins, a challenging problem with important applications in drug discovery and design, and examine the performance of existing and newly proposed spatial graph convolution operators for this task.

Drug Discovery Protein Interface Prediction