Author: edrobinaPage 1 of 3

Sentiment Analysis, Counterfactuals, and the Neural Tangent Kernel @ PNNL

by Emma Drobina with Andrew Engel and Tony Chiang What is the Neural Tangent Kernel? I expect many people reading this are familiar with sentiment analysis – using…

Automated Social Media Community Detection @ LANL

Team: Emma Drobina, Alexandra DeLucia, Ashlynn Daughton, Lissa Moore During the summer of 2021, I was part of a team at Los Alamos National Laboratory (LANL) working to…

N-Dimensional Data Analysis and Visualization (NDDAV) @ LLNL

  Team: Emma Drobina, Shusen Liu, Peer-Timo Bremer Machine learning models for scientific applications often learn complex, high-dimensional functions that are difficult to understand on their own.  Additionally,…

Confronting Bias in Machine Learning @ Universidad El Bosque

Team: Emma Drobina I was invited to give a virtual presentation at the 2019 Human-Centered Computing International Summit arranged by Universidad el Bosque in Colombia by a colleague…

Augmented Reality for Rehabilitative Therapy

This paper won the Sue Bogner Healthcare Technical Group Best Student Paper Award at HFES 2019. Team: Rua M. Williams, Kiana Alikhademi, Emma Drobina, Juan E. Gilbert, Tommy…

The Fallacy of Objectivity

Team: Rua M. Williams, Jeremy Waisome, Kyla McMullen, Emma Drobina This past week,  I co-presented a workshop at the 2019 ACM Tapia Celebration of Diversity in Computing. Inspired…

Online Disinformation, Differential Privacy, and the 2020 Census

During the summer of 2019, I was a recipient of Media Democracy Fund’s PhDX Fellowship, a program that pairs PhD students in technical fields with policy-focused nonprofits to…

Trust in Artificial Explainable Intelligence (TAXI)

Team: Mahsan Nourani, Emma Drobina, Brianna Richardson, Prashant Singh As machine learning has become more widespread, the question of explainability has reared its head. Many machine learning algorithms…

Machine Learning Tutorial for FAMU-FSU Visit

Team: Diandra Prioleau, Kiana Alikhademi, Brianna Richardson and Emma Drobina On March 15th, 2019, a group of students from Florida A&M University and Florida State University’s College of…

UI Design for Educational Video Games

Team: Sarah Brown, Logan Cundiff, Emma Drobina As part of the User Experience Design class at University of Florida, students worked with an industry client to solve a…