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ORCIDChristopher Burger
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2020 – today
- 2025
[c2]Christopher Burger, Charles Walter:
Improving Stability Estimates in Adversarial Explainable AI through Alternate Search Methods. HICSS 2025: 1-9- [i8]Christopher Burger:
Improving Robustness Estimates in Natural Language Explainable AI though Synonymity Weighted Similarity Measures. CoRR abs/2501.01516 (2025) - [i7]Christopher Burger, Charles Walter, Thai Le, Lingwei Chen:
Towards Robust and Accurate Stability Estimation of Local Surrogate Models in Text-based Explainable AI. CoRR abs/2501.02042 (2025) - [i6]Christopher Burger, Charles Walter:
Improving Stability Estimates in Adversarial Explainable AI through Alternate Search Methods. CoRR abs/2501.09006 (2025) - [i5]Christopher Burger, Karmece Talley, Christina Trotter:
Can AI Recognize Its Own Reflection? Self-Detection Performance of LLMs in Computing Education. CoRR abs/2512.23587 (2025) - [i4]Christopher Burger:
Distribution-Free Process Monitoring with Conformal Prediction. CoRR abs/2512.23602 (2025) - 2024
- [i3]Christopher Burger, Charles Walter, Thai Le:
The Effect of Similarity Measures on Accurate Stability Estimates for Local Surrogate Models in Text-based Explainable AI. CoRR abs/2406.15839 (2024) - [i2]Christopher Burger, Yifan Hu, Thai Le:
Beyond Individual Facts: Investigating Categorical Knowledge Locality of Taxonomy and Meronomy Concepts in GPT Models. CoRR abs/2406.15940 (2024) - 2023
- [c1]Christopher Burger, Lingwei Chen, Thai Le:
"Are Your Explanations Reliable?" Investigating the Stability of LIME in Explaining Text Classifiers by Marrying XAI and Adversarial Attack. EMNLP 2023: 12831-12844 - [i1]Christopher Burger, Lingwei Chen, Thai Le:
Are Your Explanations Reliable? Investigating the Stability of LIME in Explaining Textual Classification Models via Adversarial Perturbation. CoRR abs/2305.12351 (2023)
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