CSci 490 / 582: Special Topics
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CSci 492: Special Topics in Data Science
Engineering Data Analytics
Towards Robust and Accurate Stability Estimation of Local Surrogate Models in Text-based Explainable AI
Burger, Christopher, Charles Walter, Thai Le, and Lingwei Chen. 2024. “Towards Robust and Accurate Stability Estimation of Local Surrogate Models in Text-Based Explainable AI.”
Improving Stability Estimates in Adversarial Explainable AI through Alternate Search Methods
Burger, Christopher, and Charles Walter. 2025. “Improving Stability Estimates in Adversarial Explainable AI through Alternate Search Methods”. Proceedings of the 58th Hawaii International Conference on System Sciences.
CSci 356: Data Structures in Python
cburger
CSci 356: Data Structures in Python
Can AI Recognize Its Own Reflection? Self-Detection Performance of LLMs in Computing Education
Burger, Christopher, Karmece Talley, and Christina Trotter. 2026. “Can AI Recognize Its Own Reflection? Self-Detection Performance of LLMs in Computing Education”. In Proceedings of the 59th Hawaii International Conference on System Sciences.
The Effect of Similarity Measures on Accurate Stability Estimates for Local Surrogate Models in Text-based Explainable AI
Burger, Christopher, Charles Walter, and Thai Le. 2024. “The Effect of Similarity Measures on Accurate Stability Estimates for Local Surrogate Models in Text-Based Explainable AI.”
Quantifying True Robustness: Synonymity-Weighted Similarity for Trustworthy XAI Evaluation
“Quantifying True Robustness: Synonymity-Weighted Similarity for Trustworthy XAI Evaluation”. 2026. In Proceedings of the 59th Hawaii International Conference on System Sciences.