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Author:

Luo, Zhuolin

Title:

Robustness of LIME on Image Classification Models

Area of Honors:

Statistics

Keywords:

Explainable Artificial Intelligence
Convolutional Neural Network
Image Classification
LIME
Robustness of LIME
Trustworthiness of AI
Interpretability

File:

Download thesis_ZL.pdf

Thesis Supervisors:

Jia Li, Thesis Supervisor
Priyangi Kanchana Bulathsinhala, Thesis Honors Advisor

Author:

Xiong, Xinchang

Title:

ReLax: A Recourse Explanation Library in Jax

Area of Honors:

Computer Science

Keywords:

Algorithmic Recourse
ExplainableArtificial Intelligence
Interpretability
Counterfactual Explanation
Algorithmic Recourse
Explainable Artificial Intelligence

File:

Download Thesis__5_.pdf

Thesis Supervisors:

Amulya Yadav, Thesis Supervisor
Danfeng Zhang, Thesis Honors Advisor
C Lee Giles, Thesis Supervisor