SIAM Undergraduate Research Online
Volume 17
In This Volume
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Fast & Fair: Efficient Second-Order Robust Optimization for Fairness in Machine Learning
Published electronically June 11, 2024DOI: 10.1137/24S1636083
Authors: Allen Joseph Minch (Corresponding author – Brandeis University), Hung Anh Dinh Vu (University of Maryland), Anne Marie Warren (University of Minnesota)
Project Advisors: Elizabeth Newman (Emory University)Abstract: This project explores adversarial training techniques to develop fairer Deep Neural Networks (DNNs) to mitigate the inherent bias they are known to...
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Identifying Priority Areas for Expanding Mental Health Facilities with Mixed Integer Linear Programming
Published electronically January 25, 2024 -
From Pole to Podium: Adjusting Elo Method to Separate Car and Driver in Formula One Racing
Published electronically February 6, 2024 -
How to be #1 in the IOI? A Study on Rating Nations Participating in the International Informatics Olympiad
Published electronically February 9, 2024 -
Predator-Prey Oscillations in a Cellular Automaton of Huffaker's Mite Experiment
Published electronically February 13, 2024 -
An Infectious Disease Model with Asymptomatic Transmission and Waning Immunity
Published electronically March 29, 2024 -
Modeling Renewable Electricity Purchasing for Sustainable Management of Clarkson University's Energy Portfolio
Published electronically April 9, 2024 -
Quantification of the Effects of Voter Protocols on the Outcome of Approval Voting
Published electronically April 16, 2024 -
Predictive Modeling of H5N1 Bird Flu in United States of America: A 2022-2023 Analysis
Published electronically May 17, 2024 -
Pooling Matrix Designs for Group Testing
Published electronically May 30, 2024
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