Samira Samadi

According to our database, Samira Samadi authored at least 21 papers between 2013 and 2024.

Collaborative distances:

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

2024

Online Decision Deferral under Budget Constraints.

Mirabel Reid, Tom Sühr, Claire Vernade, Samira Samadi

CoRR, 2024

A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer Problems.

Mohammad-Amin Charusaie, Samira Samadi

CoRR, 2024

A Dynamic Model of Performative Human-ML Collaboration: Theory and Empirical Evidence.

Tom Sühr, Samira Samadi, Chiara Farronato

CoRR, 2024

Collective Counterfactual Explanations via Optimal Transport.

Ahmad-Reza Ehyaei, Ali Shirali, Samira Samadi

CoRR, 2024

The Role of Learning Algorithms in Collective Action.

Omri Ben-Dov, Jake Fawkes, Samira Samadi, Amartya Sanyal

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

Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces.

Ahmad-Reza Ehyaei, Kiarash Mohammadi, Amir-Hossein Karimi, Samira Samadi, Golnoosh Farnadi

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Do personality tests generalize to Large Language Models?

Florian E. Dorner, Tom Sühr, Samira Samadi, Augustin Kelava

CoRR, 2023

Causal Fair Metric: Bridging Causality, Individual Fairness, and Adversarial Robustness.

Ahmad-Reza Ehyaei, Golnoosh Farnadi, Samira Samadi

CoRR, 2023

2022

Sample Efficient Learning of Predictors that Complement Humans.

Mohammad-Amin Charusaie, Hussein Mozannar, David A. Sontag, Samira Samadi

Proceedings of the International Conference on Machine Learning, 2022

Pairwise Fairness for Ordinal Regression.

Matthäus Kleindessner, Samira Samadi, Muhammad Bilal Zafar, Krishnaram Kenthapadi, Chris Russell

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Socially Fair k-Means Clustering.

Mehrdad Ghadiri, Samira Samadi, Santosh S. Vempala

Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

2020

Human Aspects of Machine Learning.

Samira Samadi

PhD thesis, 2020

Fair k-Means Clustering.

Mehrdad Ghadiri, Samira Samadi, Santosh S. Vempala

CoRR, 2020

2019

Fair Dimensionality Reduction and Iterative Rounding for SDPs.

Jamie Morgenstern, Samira Samadi, Mohit Singh, Uthaipon Tao Tantipongpipat, Santosh S. Vempala

CoRR, 2019

Multi-Criteria Dimensionality Reduction with Applications to Fairness.

Uthaipon Tantipongpipat, Samira Samadi, Mohit Singh, Jamie Morgenstern, Santosh S. Vempala

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Guarantees for Spectral Clustering with Fairness Constraints.

Matthäus Kleindessner, Samira Samadi, Pranjal Awasthi, Jamie Morgenstern

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

The Price of Fair PCA: One Extra dimension.

Samira Samadi, Uthaipon Tao Tantipongpipat, Jamie Morgenstern, Mohit Singh, Santosh S. Vempala

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Usability of Humanly Computable Passwords.

Samira Samadi, Santosh S. Vempala, Adam Tauman Kalai

Proceedings of the Sixth AAAI Conference on Human Computation and Crowdsourcing, 2018

2016

Finding Meaningful Cluster Structure Amidst Background Noise.

Shrinu Kushagra, Samira Samadi, Shai Ben-David

Proceedings of the Algorithmic Learning Theory - 27th International Conference, 2016

2014

Near-Optimal Herding.

Nick Harvey, Samira Samadi

Proceedings of The 27th Conference on Learning Theory, 2014

2013

Submodular Welfare Maximization.

Samira Samadi

CoRR, 2013