Falaah Arif Khan

21 papers A* 3Journal 13Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Investigating Intersectional Bias in Large Language Models using Confidence Disparities in Coreference Resolution.
CoRR
Falaah Arif Khan, Nivedha Sivakumar, Yinong Oliver Wang, Katherine Metcalf, Cezanne Camacho, Barry-John Theobald, Luca Zappella, Nicholas Apostoloff
2025 A* conf
Is Your Model Fairly Certain? Uncertainty-Aware Fairness Evaluation for LLMs.
ICML
Yinong Oliver Wang, Nivedha Sivakumar, Falaah Arif Khan, Katherine Metcalf, Adam Golinski, Natalie Mackraz, Barry-John Theobald, Luca Zappella, Nicholas Apostoloff
2025 J jnl
Is Your Model Fairly Certain? Uncertainty-Aware Fairness Evaluation for LLMs.
CoRR
Yinong Oliver Wang, Nivedha Sivakumar, Falaah Arif Khan, Rin Metcalf Susa, Adam Golinski, Natalie Mackraz, Barry-John Theobald, Luca Zappella, Nicholas Apostoloff
2025 J jnl
Still More Shades of Null: An Evaluation Suite for Responsible Missing Value Imputation [Experiment, Analysis and Benchmark].
Proc. VLDB Endow.
Falaah Arif Khan, Denys Herasymuk, Nazar Protsiv, Julia Stoyanovich
2025 A* conf
We Are AI: Taking Control of Technology.
AAAI
Julia Stoyanovich, Armanda Lewis, Eric Corbett, Lucius E. J. Bynum, Lucas Rosenblatt, Falaah Arif Khan
2025 J jnl
We Are AI: Taking Control of Technology.
CoRR
Julia Stoyanovich, Armanda Lewis, Eric Corbett, Lucius E. J. Bynum, Lucas Rosenblatt, Falaah Arif Khan
2024 J jnl
Automated Data Cleaning can Hurt Fairness in Machine Learning-Based Decision Making.
IEEE Trans. Knowl. Data Eng.
Shubha Guha, Falaah Arif Khan, Julia Stoyanovich, Sebastian Schelter
2024 — conf
Responsible Model Selection with Virny and VirnyView.
SIGMOD Conference Companion
Denys Herasymuk, Falaah Arif Khan, Julia Stoyanovich
2024 J jnl
Still More Shades of Null: A Benchmark for Responsible Missing Value Imputation.
CoRR
Falaah Arif Khan, Denys Herasymuk, Nazar Protsiv, Julia Stoyanovich
2023 A* conf
Automated Data Cleaning Can Hurt Fairness in Machine Learning-based Decision Making.
ICDE
Shubha Guha, Falaah Arif Khan, Julia Stoyanovich, Sebastian Schelter
2023 J jnl
On Fairness and Stability: Is Estimator Variance a Friend or a Foe?
CoRR
Falaah Arif Khan, Denys Herasymuk, Julia Stoyanovich
2023 — conf
Subset Modelling: A Domain Partitioning Strategy for Data-efficient Machine-Learning.
SBBD
Vítor Ribeiro, Eduardo H. M. Pena, Raphael de Freitas Saldanha, Reza Akbarinia, Patrick Valduriez, Falaah Arif Khan, Julia Stoyanovich, Fábio Porto
2023 J jnl
The Unbearable Weight of Massive Privilege: Revisiting Bias-Variance Trade-Offs in the Context of Fair Prediction.
CoRR
Falaah Arif Khan, Julia Stoyanovich
2022 J jnl
An external stability audit framework to test the validity of personality prediction in AI hiring.
Data Min. Knowl. Discov.
Alene K. Rhea, Kelsey Markey, Lauren D'Arinzo, Hilke Schellmann, Mona Sloane, Paul Squires, Falaah Arif Khan, Julia Stoyanovich
2022 — conf
It's funny because it's true: confronting scientific catechisms through comic books!
DEBS
Falaah Arif Khan
2022 — conf
Towards Substantive Conceptions of Algorithmic Fairness: Normative Guidance from Equal Opportunity Doctrines.
EAAMO
Falaah Arif Khan, Eleni Manis, Julia Stoyanovich
2022 J jnl
Towards Substantive Conceptions of Algorithmic Fairness: Normative Guidance from Equal Opportunity Doctrines.
CoRR
Falaah Arif Khan, Eleni Manis, Julia Stoyanovich
2021 J jnl
Fairness as Equality of Opportunity: Normative Guidance from Political Philosophy.
CoRR
Falaah Arif Khan, Eleni Manis, Julia Stoyanovich
2021 J jnl
The State of AI Ethics Report (January 2021).
CoRR
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
2020 J jnl
The State of AI Ethics Report (October 2020).
CoRR
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
2018 — conf
Behavioral Biometrics and Machine Learning to Secure Website Logins.
SSCC
Falaah Arif Khan, Sajin Kunhambu, K. Chakravarthy G