3 papers
cs.SI2025
Accurately Estimating Unreported Infections using Information Theory
Jiaming Cui, Bijaya Adhikari, Arash Haddadan +4
One of the most significant challenges in combating against the spread of infectious diseases was the difficulty in estimating the true magnitude of infections. Unreported infectio…
cs.LG2021
Reinforcement Learning For Data Poisoning on Graph Neural Networks
Jacob Dineen, A S M Ahsan-Ul Haque, Matthew Bielskas
Adversarial Machine Learning has emerged as a substantial subfield of Computer Science due to a lack of robustness in the models we train along with crowdsourcing practices that en…
cs.MA2020
Formal Methods for An Iterated Volunteer's Dilemma
Jacob Dineen, A S M Ahsan-Ul Haque, Matthew Bielskas
Game theory provides a framework for studying communication dynamics and emergent phenomena arising from rational agent interactions. We present a model framework for the Volunteer…