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Model Interpretation and Explainability towards Creating Transparency in Prediction Models

Daniel Dolk, Donald Kridel, Jacob Dineen, David Castillo

In Hawaii International Conference on System Sciences, 2020

Formal Methods for an Iterated Volunteer’s Dilemma

Jacob Dineen, ASM Ahsan-Ul Haque, Matthew Bielskas

In International Conference on Social Computing, Behavioral-Cultural Modeling and Prediction and Behavior Representation in Modeling and Simulation, 2021

Reinforcement Learning for Data Poisoning on Graph Neural Networks

Jacob Dineen, ASM Ahsan-Ul Haque, Matthew Bielskas

In International Conference on Social Computing, Behavioral-Cultural Modeling and Prediction and Behavior Representation in Modeling and Simulation, 2021

Unified Explanations in Machine Learning Models: A Perturbation Approach

Jacob Dineen, Don Kridel, Daniel Dolk, David Castillo

In Hawaii International Conference on System Sciences, 2023

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