Publications | cburger

Working Paper

Burger, Christopher, Joseph Carlisle, Christina Trotter, and Charles Walter. Working Paper. “Seeing Is Deceiving: Using Adversarial Images to Prevent VLM-Based Plagiarism”. , Working Paper.

See also: Machine Learning in Higher Education

Burger, Christopher. Working Paper. “Distribution-Free Process Monitoring With Conformal Prediction”. , Working Paper.

See also: Explainable AI (XAI), Machine Learning for Quality Control

2025

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.

See also: Explainable AI (XAI), Natural Language Processing

2024

Burger, Christopher. 2024. “Improving Robustness Estimates in Natural Language Explainable AI Though Synonymity Weighted Similarity Measures.”

See also: Explainable AI (XAI), Natural Language Processing

Burger, Christopher, Yifan Hu, and Thai Le. 2024. “Beyond Individual Facts: Investigating Categorical Knowledge Locality of Taxonomy and Meronomy Concepts in GPT Models.”

See also: Explainable AI (XAI), Natural Language Processing

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.”

See also: Explainable AI (XAI), Natural Language Processing

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.”

See also: Explainable AI (XAI), Natural Language Processing

2023

Burger, Christopher, Lingwei Chen, and Thai Le. 2023. “Are Your Explanations Reliable? Investigating the Stability of LIME in Explaining Text Classifiers by Marrying XAI and Adversarial Attack”. Empirical Methods in Natural Language Processing.

See also: Explainable AI (XAI), Natural Language Processing