Ali Shirali

According to our database, Ali Shirali authored at least 13 papers between 2021 and 2025.

Collaborative distances:

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

2025

What Makes ImageNet Look Unlike LAION.

Ali Shirali, Moritz Hardt

Trans. Mach. Learn. Res., 2025

The Burden of Interactive Alignment with Inconsistent Preferences.

Ali Shirali

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

The Hidden Cost of Waiting for Accurate Predictions.

Ali Shirali, Ariel D. Procaccia, Rediet Abebe

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Direct Alignment with Heterogeneous Preferences.

Ali Shirali, Arash Nasr-Esfahany, Abdullah Omar Alomar, Parsa Mirtaheri, Rediet Abebe, Ariel D. Procaccia

Proceedings of the 5th ACM Conference on Equity and Access in Algorithms, 2025

2024

Pruning the Way to Reliable Policies: A Multi-Objective Deep Q-Learning Approach to Critical Care.

Ali Shirali, Alexander Schubert, Ahmed Alaa

IEEE J. Biomed. Health Informatics, October, 2024

Collaborative filtering with representation learning in the frequency domain.

Ali Shirali, Reza Kazemi, Arash Amini

Inf. Sci., 2024

Collective Counterfactual Explanations via Optimal Transport.

Ahmad-Reza Ehyaei, Ali Shirali, Samira Samadi

CoRR, 2024

Allocation Requires Prediction Only if Inequality Is Low.

Ali Shirali, Rediet Abebe, Moritz Hardt

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Participatory Objective Design via Preference Elicitation.

Ali Shirali, Jessie Finocchiaro, Rediet Abebe

Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024

2023

A Theory of Dynamic Benchmarks.

Ali Shirali, Rediet Abebe, Moritz Hardt

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

On the Effect of Triadic Closure on Network Segregation.

Rediet Abebe, Nicole Immorlica, Jon M. Kleinberg, Brendan Lucier, Ali Shirali

Proceedings of the EC '22: The 23rd ACM Conference on Economics and Computation, Boulder, CO, USA, July 11, 2022

Sequential Nature of Recommender Systems Disrupts the Evaluation Process.

Ali Shirali

Proceedings of the Advances in Bias and Fairness in Information Retrieval, 2022

2021

Using distance on the Riemannian manifold to compare representations in brain and in models.

Mahdiyar Shahbazi, Ali Shirali, Hamid Aghajan, Hamed Nili

NeuroImage, 2021