Nicholas Perello

According to our database, Nicholas Perello authored at least 7 papers between 2022 and 2025.

Collaborative distances:

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

2025

Discrimination Induced by Algorithmic Recourse Objectives.

Nicholas Perello, Cyrus Cousins, Yair Zick, Przemyslaw A. Grabowicz

Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency, 2025

2024

Simple Steps to Success: A Method for Step-Based Counterfactual Explanations.

Jenny Hamer, Nicholas Perello, Jason Valladares, Vignesh Viswanathan, Yair Zick

Trans. Mach. Learn. Res., 2024

2023

Fair Machine Learning Post Affirmative Action.

Nicholas Perello, Przemyslaw A. Grabowicz

SIGCAS Comput. Soc., September, 2023

Towards an AI Accountability Policy.

Przemyslaw A. Grabowicz, Nicholas Perello, Yair Zick

CoRR, 2023

Learning from Discriminatory Training Data.

Przemyslaw A. Grabowicz, Nicholas Perello, Kenta Takatsu

Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 2023

2022

Marrying Fairness and Explainability in Supervised Learning.

Przemyslaw A. Grabowicz, Nicholas Perello, Aarshee Mishra

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

On Optimizing Interventions in Shared Autonomy.

Weihao Tan, David Koleczek, Siddhant Pradhan, Nicholas Perello, Vivek Chettiar, Vishal Rohra, Aaslesha Rajaram, Soundararajan Srinivasan, H. M. Sajjad Hossain, Yash Chandak

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022