Name: A. Sasha Gutfraind, PhD
Type: User
Company: University of Illinois
Bio: Principal Scientist and Adjunct Professor at Loyola Medicine. Areas of work: healthcare, medicine, AI/ML and foundational methods
Twitter: sasha_gutfraind
Location: Chicago, IL
Blog: https://www.linkedin.com/in/gutfraind/
A. Sasha Gutfraind, PhD's Projects
HepCEP model (formerly APK). Simulation of hepatitis C infections and vaccines in metro Chicago in People who Inject Drugs (PWID)
Software related to Cascade Resilience and terrorist networks
Large vector models - a transformer architecture for mixed token-text models
KDD 2020 tutorial on ML Fairness
The FeverFighter model for Influenza and COVID-19 control
Sources for Mastering Generative AI
Data on hate crimes in the US
Code for the paper: Modeling indicates efficient vaccine-based interventions for the elimination of Hepatitis C virus among persons who inject drugs (Echevarria, Gutfraind, et al., Dahari)
Tutorial on Automated Machine Learning at KDD 2020
Multiscale Entropic Network Generator (MUSKETEER)
Network analysis and network data for ISIS attacks in Europe (incl. Nov 13, 2015 and Mar 22, 2016 attacks in Paris and Brussels). Submits and updates welcome
This repository contains code for the O'Reilly Live Online Training for BERT
Materials for the Mastering AWS Kinesis Data Streams course with O'Reilly
Research data to support work on uncertainty
strategy and algorithm for optimized recruitment for clinical trials (HCV vaccines)