Concepedia

Dylan Slack

DS

Statistics

Publications

11

Citations

1.3K

H-Index

10

Active since

2019

Affiliations

University of California, Irvine(Current)

Harvard University Press

Haverford College

Dylan Slack is an author at University of California, Irvine specializing in computer science, computing, and machine learning.

Publications per year

2019–2023

11

Publications

11

Fooling LIME and SHAP

Dylan Slack, Sophie Hilgard, Emily Jia et al. · Proceedings of the AAAI/ACM Conference on AI Ethics and Society · 2020 · 769 citations · Full text

Computing, Computer Science, Computer Security +16

Fooling LIME and SHAP: Adversarial Attacks on Post hoc Explanation Methods

Dylan Slack, Sophie Hilgard, Emily Jia et al. · arXiv (Cornell University) · 2019 · 169 citations · Full text

Computing, Computer Science, Cybersecurity +14

Explaining machine learning models with interactive natural language conversations using TalkToModel

Dylan Slack, Satyapriya Krishna, Himabindu Lakkaraju et al. · Nature Machine Intelligence · 2023 · 95 citations · Full text

Computing, Computer Science, Health Informatics +17

Assessing the Local Interpretability of Machine Learning Models

Dylan Slack, Sorelle A. Friedler, Carlos Scheidegger et al. · arXiv (Cornell University) · 2019 · 48 citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Fairness warnings and fair-MAML

Dylan Slack, Sorelle A. Friedler, Emile Givental · 2020 · 38 citations · Full text

Computing, Computer Science, Data Mining +12

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