Jerone Theodore Alexander Andrews

According to our database, Jerone Theodore Alexander Andrews authored at least 17 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Taxonomy of Challenges to Curating Fair Datasets.

Dora Zhao, Morgan Klaus Scheuerman, Pooja Chitre, Jerone Theodore Alexander Andrews, Georgia Panagiotidou, Shawn Walker, Kathleen H. Pine, Alice Xiang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Position: Measure Dataset Diversity, Don't Just Claim It.

Dora Zhao, Jerone T. A. Andrews, Orestis Papakyriakopoulos, Alice Xiang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Images Speak Louder than Words: Understanding and Mitigating Bias in Vision-Language Model from a Causal Mediation Perspective.

Zhaotian Weng, Zijun Gao, Jerone Theodore Alexander Andrews, Jieyu Zhao

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single Attributes.

Yusuke Hirota, Jerone Theodore Alexander Andrews, Dora Zhao, Orestis Papakyriakopoulos, Apostolos Modas, Yuta Nakashima, Alice Xiang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Efficient Bias Mitigation Without Privileged Information.

Mateo Espinosa Zarlenga, Swami Sankaranarayanan, Jerone T. A. Andrews, Zohreh Shams, Mateja Jamnik, Alice Xiang

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Ethical Considerations for Collecting Human-Centric Image Datasets.

Jerone T. A. Andrews, Dora Zhao, William Thong, Apostolos Modas, Orestis Papakyriakopoulos, Shruti Nagpal, Alice Xiang

CoRR, 2023

Ethical Considerations for Responsible Data Curation.

Jerone Theodore Alexander Andrews, Dora Zhao, William Thong, Apostolos Modas, Orestis Papakyriakopoulos, Alice Xiang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Men Also Do Laundry: Multi-Attribute Bias Amplification.

Dora Zhao, Jerone Theodore Alexander Andrews, Alice Xiang

Proceedings of the International Conference on Machine Learning, 2023

A View From Somewhere: Human-Centric Face Representations.

Jerone Theodore Alexander Andrews, Przemyslaw Joniak, Alice Xiang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Augmented Datasheets for Speech Datasets and Ethical Decision-Making.

Orestis Papakyriakopoulos, Anna Seo Gyeong Choi, William Thong, Dora Zhao, Jerone Theodore Alexander Andrews, Rebecca Bourke, Alice Xiang, Allison Koenecke

Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

2022

I call BS: Fraud Detection in Crowdfunding Campaigns.

Beatrice Perez, Sara R. Machado, Jerone Theodore Alexander Andrews, Nicolas Kourtellis

Proceedings of the WebSci '22: 14th ACM Web Science Conference 2022, Barcelona, Spain, June 26, 2022

2020

Camera Model Anonymisation with Augmented cGANs.

Jerone T. A. Andrews, Yidan Zhang, Lewis D. Griffin

CoRR, 2020

Conditional Adversarial Camera Model Anonymization.

Jerone T. A. Andrews, Yidan Zhang, Lewis D. Griffin

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019

"Unexpected Item in the Bagging Area": Anomaly Detection in X-Ray Security Images.

Lewis D. Griffin, Matthew Caldwell, Jerone T. A. Andrews, Helene Bohler

IEEE Trans. Inf. Forensics Secur., 2019

Multiple-Identity Image Attacks Against Face-based Identity Verification.

Jerone T. A. Andrews, Thomas Tanay, Lewis D. Griffin

CoRR, 2019

2018

Representation learning for anomaly detection in computer vision.

Jerone Theodore Alexander Andrews

PhD thesis, 2018

Built-in Vulnerabilities to Imperceptible Adversarial Perturbations.

Thomas Tanay, Jerone T. A. Andrews, Lewis D. Griffin

CoRR, 2018