Samira Samadi

38 papers A* 10A 1B 2Journal 22Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Bridging Causality, Individual Fairness, and Adversarial Robustness in the Absence of Structural Causal Model.
Trans. Mach. Learn. Res.
Ahmad-Reza Ehyaei, Golnoosh Farnadi, Samira Samadi
2025 — conf
Challenging the Validity of Personality Tests for Large Language Models.
EAAMO
Tom Sühr, Florian E. Dorner, Samira Samadi, Augustin Kelava
2025 A* conf
Designing Ambiguity Sets for Distributionally Robust Optimization Using Structural Causal Optimal Transport.
AAAI
Ahmad-Reza Ehyaei, Golnoosh Farnadi, Samira Samadi
2025 J jnl
Designing Ambiguity Sets for Distributionally Robust Optimization Using Structural Causal Optimal Transport.
CoRR
Ahmad-Reza Ehyaei, Golnoosh Farnadi, Samira Samadi
2025 J jnl
Fairness for the People, by the People: Minority Collective Action.
CoRR
Omri Ben-Dov, Samira Samadi, Amartya Sanyal, Alexandru Tifrea
2025 J jnl
From Fragile to Certified: Wasserstein Audits of Group Fairness Under Distribution Shift.
CoRR
Ahmad-Reza Ehyaei, Golnoosh Farnadi, Samira Samadi
2025 J jnl
Stop Evaluating AI with Human Tests, Develop Principled, AI-specific Tests instead.
CoRR
Tom Sühr, Florian E. Dorner, Olawale Salaudeen, Augustin Kelava, Samira Samadi
2025 J jnl
Wasserstein Distributionally Robust Optimization Through the Lens of Structural Causal Models and Individual Fairness.
CoRR
Ahmad-Reza Ehyaei, Golnoosh Farnadi, Samira Samadi
2024 J jnl
A Dynamic Model of Performative Human-ML Collaboration: Theory and Empirical Evidence.
CoRR
Tom Sühr, Samira Samadi, Chiara Farronato
2024 A* conf
A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer Problems.
NeurIPS
Mohammad-Amin Charusaie, Samira Samadi
2024 J jnl
A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer Problems.
CoRR
Mohammad-Amin Charusaie, Samira Samadi
2024 A* conf
Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces.
AAAI
Ahmad-Reza Ehyaei, Kiarash Mohammadi, Amir-Hossein Karimi, Samira Samadi, Golnoosh Farnadi
2024 J jnl
Collective Counterfactual Explanations via Optimal Transport.
CoRR
Ahmad-Reza Ehyaei, Ali Shirali, Samira Samadi
2024 J jnl
Online Decision Deferral under Budget Constraints.
CoRR
Mirabel Reid, Tom Sühr, Claire Vernade, Samira Samadi
2024 A* conf
The Role of Learning Algorithms in Collective Action.
ICML
Omri Ben-Dov, Jake Fawkes, Samira Samadi, Amartya Sanyal
2024 J jnl
The Role of Learning Algorithms in Collective Action.
CoRR
Omri Ben-Dov, Jake Fawkes, Samira Samadi, Amartya Sanyal
2024 A* conf
Wasserstein Distributionally Robust Optimization through the Lens of Structural Causal Models and Individual Fairness.
NeurIPS
Ahmad-Reza Ehyaei, Golnoosh Farnadi, Samira Samadi
2023 J jnl
Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces.
CoRR
Ahmad-Reza Ehyaei, Kiarash Mohammadi, Amir-Hossein Karimi, Samira Samadi, Golnoosh Farnadi
2023 J jnl
Causal Fair Metric: Bridging Causality, Individual Fairness, and Adversarial Robustness.
CoRR
Ahmad-Reza Ehyaei, Golnoosh Farnadi, Samira Samadi
2023 J jnl
Do personality tests generalize to Large Language Models?
CoRR
Florian E. Dorner, Tom Sühr, Samira Samadi, Augustin Kelava
2022 A conf
Pairwise Fairness for Ordinal Regression.
AISTATS
Matthäus Kleindessner, Samira Samadi, Muhammad Bilal Zafar, Krishnaram Kenthapadi, Chris Russell
2022 A* conf
Sample Efficient Learning of Predictors that Complement Humans.
ICML
Mohammad-Amin Charusaie, Hussein Mozannar, David A. Sontag, Samira Samadi
2022 J jnl
Sample Efficient Learning of Predictors that Complement Humans.
CoRR
Mohammad-Amin Charusaie, Hussein Mozannar, David A. Sontag, Samira Samadi
2021 J jnl
Pairwise Fairness for Ordinal Regression.
CoRR
Matthäus Kleindessner, Samira Samadi, Muhammad Bilal Zafar, Krishnaram Kenthapadi, Chris Russell
2021 — conf
Socially Fair k-Means Clustering.
FAccT
Mehrdad Ghadiri, Samira Samadi, Santosh S. Vempala
2020 J jnl
Fair k-Means Clustering.
CoRR
Mehrdad Ghadiri, Samira Samadi, Santosh S. Vempala
2020 — —
Human Aspects of Machine Learning.
Samira Samadi
2019 J jnl
Fair Dimensionality Reduction and Iterative Rounding for SDPs.
CoRR
Jamie Morgenstern, Samira Samadi, Mohit Singh, Uthaipon Tao Tantipongpipat, Santosh S. Vempala
2019 A* conf
Guarantees for Spectral Clustering with Fairness Constraints.
ICML
Matthäus Kleindessner, Samira Samadi, Pranjal Awasthi, Jamie Morgenstern
2019 J jnl
Guarantees for Spectral Clustering with Fairness Constraints.
CoRR
Matthäus Kleindessner, Samira Samadi, Pranjal Awasthi, Jamie Morgenstern
2019 A* conf
Multi-Criteria Dimensionality Reduction with Applications to Fairness.
NeurIPS
Uthaipon Tantipongpipat, Samira Samadi, Mohit Singh, Jamie Morgenstern, Santosh S. Vempala
2018 J jnl
The Price of Fair PCA: One Extra Dimension.
CoRR
Samira Samadi, Uthaipon Tao Tantipongpipat, Jamie Morgenstern, Mohit Singh, Santosh S. Vempala
2018 A* conf
The Price of Fair PCA: One Extra dimension.
NeurIPS
Samira Samadi, Uthaipon Tao Tantipongpipat, Jamie Morgenstern, Mohit Singh, Santosh S. Vempala
2018 B conf
Usability of Humanly Computable Passwords.
HCOMP
Samira Samadi, Santosh S. Vempala, Adam Tauman Kalai
2017 J jnl
Usability of Humanly Computable Passwords.
CoRR
Samira Samadi, Santosh S. Vempala, Adam Tauman Kalai
2016 B conf
Finding Meaningful Cluster Structure Amidst Background Noise.
ALT
Shrinu Kushagra, Samira Samadi, Shai Ben-David
2014 A* conf
Near-Optimal Herding.
COLT
Nick Harvey, Samira Samadi
2013 J jnl
Submodular Welfare Maximization.
CoRR
Samira Samadi