Emily Diana

According to our database, Emily Diana authored at least 20 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2025

Mitigate One, Skew Another? Tackling Intersectional Biases in Text-to-Image Models.

Pushkar Shukla, Aditya Chinchure, Emily Diana, Alexander Tolbert, Kartik Hosanagar, Vineeth N. Balasubramanian, Leonid Sigal, Matthew Turk

CoRR, May, 2025

BiasConnect: Investigating Bias Interactions in Text-to-Image Models.

Pushkar Shukla, Aditya Chinchure, Emily Diana, Alexander Tolbert, Kartik Hosanagar, Vineeth N. Balasubramanian, Leonid Sigal, Matthew A. Turk

CoRR, March, 2025

A Theoretical Model for Grit in Pursuing Ambitious Ends.

Avrim Blum, Emily Diana, Kavya Ravichandran, Alexander Williams Tolbert

CoRR, March, 2025

Minimax Group Fairness in Strategic Classification.

Emily Diana, Saeed Sharifi-Malvajerdi, Ali Vakilian

Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2025

Pessimism Traps and Algorithmic Interventions.

Avrim Blum, Emily Diana, Kavya Ravichandran, Alexander Tolbert

Proceedings of the 6th Symposium on Foundations of Responsible Computing, 2025

Reconciling Predictive Multiplicity in Practice.

Tina Behzad, Sílvia Casacuberta, Emily Ruth Diana, Alexander Williams Tolbert

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

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models.

Zhengyang Shan, Emily Diana, Jiawei Zhou

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Adaptive Algorithmic Interventions for Escaping Pessimism Traps in Dynamic Sequential Decisions.

Emily Diana, Alexander Williams Tolbert, Kavya Ravichandran, Avrim Blum

CoRR, 2024

Reconciling Heterogeneous Effects in Causal Inference.

Audrey Chang, Emily Diana, Alexander Williams Tolbert

CoRR, 2024

Balanced Filtering via Disclosure-Controlled Proxies.

Siqi Deng, Emily Diana, Michael Kearns, Aaron Roth

Proceedings of the 5th Symposium on Foundations of Responsible Computing, 2024

2023

Balanced Filtering via Non-Disclosive Proxies.

Siqi Deng, Emily Diana, Michael Kearns, Aaron Roth

CoRR, 2023

Correcting Underrepresentation and Intersectional Bias for Fair Classification.

Alexander Williams Tolbert, Emily Diana

CoRR, 2023

2022

SIGecom winter meeting 2022 highlights.

Emily Diana, Mingzi Niu, Georgy Noarov

SIGecom Exch., July, 2022

Multiaccurate Proxies for Downstream Fairness.

Emily Diana, Wesley Gill, Michael Kearns, Krishnaram Kenthapadi, Aaron Roth, Saeed Sharifi-Malvajerdi

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

2021

Algorithms and Learning for Fair Portfolio Design.

Emily Diana, Travis Dick, Hadi Elzayn, Michael Kearns, Aaron Roth, Zachary Schutzman, Saeed Sharifi-Malvajerdi, Juba Ziani

Proceedings of the EC '21: The 22nd ACM Conference on Economics and Computation, 2021

Lexicographically Fair Learning: Algorithms and Generalization.

Emily Diana, Wesley Gill, Ira Globus-Harris, Michael Kearns, Aaron Roth, Saeed Sharifi-Malvajerdi

Proceedings of the 2nd Symposium on Foundations of Responsible Computing, 2021

Minimax Group Fairness: Algorithms and Experiments.

Emily Diana, Wesley Gill, Michael Kearns, Krishnaram Kenthapadi, Aaron Roth

Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021

2020

Convergent Algorithms for (Relaxed) Minimax Fairness.

Emily Diana, Wesley Gill, Michael Kearns, Krishnaram Kenthapadi, Aaron Roth

CoRR, 2020

Differentially Private Call Auctions and Market Impact.

Emily Diana, Hadi Elzayn, Michael Kearns, Aaron Roth, Saeed Sharifi-Malvajerdi, Juba Ziani

Proceedings of the EC '20: The 21st ACM Conference on Economics and Computation, 2020

Optimal, truthful, and private securities lending.

Emily Diana, Michael Kearns, Seth Neel, Aaron Roth

Proceedings of the ICAIF '20: The First ACM International Conference on AI in Finance, 2020