Falaah Arif Khan

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Scientific Papers

Model Selection

Decision Making

Parameter Determination

Top Venues

Publications

Denys Herasymuk, Falaah Arif Khan, Julia Stoyanovich
Responsible Model Selection with Virny and VirnyView. SIGMOD Conference Companion (2024)
Vítor Ribeiro, Eduardo H. M. Pena, Raphael de Freitas Saldanha, Reza Akbarinia, Patrick Valduriez, Falaah Arif Khan, Julia Stoyanovich, Fábio Porto
Subset Modelling: A Domain Partitioning Strategy for Data-efficient Machine-Learning. SBBD (2023)
Falaah Arif Khan, Julia Stoyanovich
The Unbearable Weight of Massive Privilege: Revisiting Bias-Variance Trade-Offs in the Context of Fair Prediction. CoRR (2023)
Falaah Arif Khan, Denys Herasymuk, Julia Stoyanovich
On Fairness and Stability: Is Estimator Variance a Friend or a Foe? CoRR (2023)
Shubha Guha, Falaah Arif Khan, Julia Stoyanovich, Sebastian Schelter
Automated Data Cleaning Can Hurt Fairness in Machine Learning-based Decision Making. ICDE (2023)
Falaah Arif Khan, Eleni Manis, Julia Stoyanovich
Towards Substantive Conceptions of Algorithmic Fairness: Normative Guidance from Equal Opportunity Doctrines. CoRR (2022)
Falaah Arif Khan
It's funny because it's true: confronting scientific catechisms through comic books! DEBS (2022)
Alene K. Rhea, Kelsey Markey, Lauren D'Arinzo, Hilke Schellmann, Mona Sloane, Paul Squires, Falaah Arif Khan, Julia Stoyanovich
An external stability audit framework to test the validity of personality prediction in AI hiring. Data Min. Knowl. Discov. 36 (6) (2022)
Falaah Arif Khan, Eleni Manis, Julia Stoyanovich
Towards Substantive Conceptions of Algorithmic Fairness: Normative Guidance from Equal Opportunity Doctrines. EAAMO (2022)
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
The State of AI Ethics Report (January 2021). CoRR (2021)
Falaah Arif Khan, Eleni Manis, Julia Stoyanovich
Fairness as Equality of Opportunity: Normative Guidance from Political Philosophy. CoRR (2021)
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
The State of AI Ethics Report (October 2020). CoRR (2020)
Falaah Arif Khan, Sajin Kunhambu, K. Chakravarthy G
Behavioral Biometrics and Machine Learning to Secure Website Logins. SSCC (2018)