Falaah Arif Khan

According to our database, Falaah Arif Khan authored at least 13 papers between 2018 and 2024.

Collaborative distances:

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

2024

Automated Data Cleaning can Hurt Fairness in Machine Learning-Based Decision Making.

Shubha Guha, Falaah Arif Khan, Julia Stoyanovich, Sebastian Schelter

IEEE Trans. Knowl. Data Eng., December, 2024

Still More Shades of Null: A Benchmark for Responsible Missing Value Imputation.

Falaah Arif Khan, Denys Herasymuk, Nazar Protsiv, Julia Stoyanovich

CoRR, 2024

Responsible Model Selection with Virny and VirnyView.

Denys Herasymuk, Falaah Arif Khan, Julia Stoyanovich

Proceedings of the Companion of the 2024 International Conference on Management of Data, 2024

2023

The Unbearable Weight of Massive Privilege: Revisiting Bias-Variance Trade-Offs in the Context of Fair Prediction.

Falaah Arif Khan, Julia Stoyanovich

CoRR, 2023

On Fairness and Stability: Is Estimator Variance a Friend or a Foe?

Falaah Arif Khan, Denys Herasymuk, Julia Stoyanovich

CoRR, 2023

Subset Modelling: A Domain Partitioning Strategy for Data-efficient Machine-Learning.

Vítor Ribeiro, Eduardo H. M. Pena, Raphael de Freitas Saldanha, Reza Akbarinia, Patrick Valduriez, Falaah Arif Khan, Julia Stoyanovich, Fábio Porto

Proceedings of the 38th Brazilian Symposium on Databases, 2023

2022

An external stability audit framework to test the validity of personality prediction in AI hiring.

Alene K. Rhea, Kelsey Markey, Lauren D'Arinzo, Hilke Schellmann, Mona Sloane, Paul Squires, Falaah Arif Khan, Julia Stoyanovich

Data Min. Knowl. Discov., 2022

Towards Substantive Conceptions of Algorithmic Fairness: Normative Guidance from Equal Opportunity Doctrines.

Falaah Arif Khan, Eleni Manis, Julia Stoyanovich

Proceedings of the Equity and Access in Algorithms, Mechanisms, and Optimization, 2022

It's funny because it's true: confronting scientific catechisms through comic books!

Falaah Arif Khan

Proceedings of the 16th ACM International Conference on Distributed and Event-based Systems, 2022

2021

Fairness as Equality of Opportunity: Normative Guidance from Political Philosophy.

Falaah Arif Khan, Eleni Manis, Julia Stoyanovich

CoRR, 2021

The State of AI Ethics Report (January 2021).

Abhishek Gupta, Alexandrine Royer, Connor Wright, Falaah Arif Khan, Victoria Heath, Erick Galinkin, Ryan Khurana, Marianna Bergamaschi Ganapini, Muriam Fancy, Masa Sweidan, Mo Akif, Renjie Butalid

CoRR, 2021

2020

The State of AI Ethics Report (October 2020).

Abhishek Gupta, Alexandrine Royer, Victoria Heath, Connor Wright, Camylle Lanteigne, Allison Cohen, Marianna Bergamaschi Ganapini, Muriam Fancy, Erick Galinkin, Ryan Khurana, Mo Akif, Renjie Butalid, Falaah Arif Khan, Masa Sweidan, Audrey Balogh

CoRR, 2020

2018

Behavioral Biometrics and Machine Learning to Secure Website Logins.

Falaah Arif Khan, Sajin Kunhambu, K. Chakravarthy G

Proceedings of the Security in Computing and Communications - 6th International Symposium, 2018