עקוב אחר
Samira Samadi
Samira Samadi
Research Group Leader. Max Planck Institute for Intelligent Systems
כתובת אימייל מאומתת בדומיין tuebingen.mpg.de - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Guarantees for Spectral Clustering with Fairness Constraints‏
M Kleindessner, S Samadi, P Awasthi, J Morgenstern‏
http://proceedings.mlr.press/v97/kleindessner19b.html, 2019‏
2062019
The Price of Fair PCA: One Extra Dimension‏
S Samadi, U Tantipongpipat, J Morgenstern, M Singh, S Vempala‏
32nd Conference on Neural Information Processing Systems (NIPS), 2018‏
1882018
Socially Fair k-Means Clustering‏
M Ghadiri, S Samadi, S Vempala‏
ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT), 2021‏
1332021
Multi-Criteria Dimensionality Reduction with Applications to Fairness‏
UT Tantipongpipat, S Samadi, M Singh, J Morgenstern, S Vempala‏
33rd Conference on Neural Information Processing Systems (NeurIPS), 2019‏
482019
Sample efficient learning of predictors that complement humans‏
MA Charusaie, H Mozannar, D Sontag, S Samadi‏
International Conference on Machine Learning, 2972-3005, 2022‏
432022
Near-optimal herding‏
N Harvey, S Samadi‏
Conference on Learning Theory, 1165-1182, 2014‏
312014
Do personality tests generalize to Large Language Models?‏
F Dorner, T Sühr, S Samadi, A Kelava‏
Socially Responsible Language Modelling Research, 2023‏
182023
Fair Dimensionality Reduction and Iterative Rounding for SDPs‏
J Morgenstern, S Samadi, U Singh, Mohit, Tantipongpipat, S Vempala‏
arXiv preprint arXiv:1902.11281, 2019‏
152019
Usability of Humanly Computable Passwords‏
S Samadi, S Vempala, AT Kalai‏
AAAI Conference on Human Computation and Crowdsourcing, 2018‏
142018
Pairwise fairness for ordinal regression‏
M Kleindessner, S Samadi, MB Zafar, K Kenthapadi, C Russell‏
International Conference on Artificial Intelligence and Statistics, 3381-3417, 2022‏
122022
Finding meaningful cluster structure amidst background noise‏
S Kushagra, S Samadi, S Ben-David‏
Algorithmic Learning Theory: 27th International Conference, ALT 2016, Bari …, 2016‏
122016
A Human in the Loop is Not Enough: The Need for Human-Subject Experiments in Facial Recognition‏
F Poursabzi-Sangdeh, S Samadi, J Wortman Vaughan, H Wallach‏
Fair and Responsible AI workshop at CHI, 2020‏
72020
Causal adversarial perturbations for individual fairness and robustness in heterogeneous data spaces‏
AR Ehyaei, K Mohammadi, AH Karimi, S Samadi, G Farnadi‏
Proceedings of the AAAI Conference on Artificial Intelligence 38 (10), 11847 …, 2024‏
42024
A dynamic model of performative human-ml collaboration: Theory and empirical evidence‏
T Sühr, S Samadi, C Farronato‏
arXiv preprint arXiv:2405.13753, 2024‏
32024
Challenging the validity of personality tests for large language models‏
T Sühr, FE Dorner, S Samadi, A Kelava‏
Preprint at arXiv. arXiv-2311 https://doi. org/10.48550/arXiv 2311, 2023‏
32023
Causal fair metric: Bridging causality, individual fairness, and adversarial robustness‏
AR Ehyaei, G Farnadi, S Samadi‏
arXiv preprint arXiv:2310.19391, 2023‏
32023
Fairness in clustering‏
P Awasthi, B Brubach, D Chakrabarty, JP Dickerson, SA Esmaeili, ...‏
Conference on Artificial Intelligence (AAAI), 2022‏
32022
A unifying post-processing framework for multi-objective learn-to-defer problems‏
MA Charusaie, S Samadi‏
Advances in Neural Information Processing Systems 37, 23705-23755, 2025‏
22025
Collective Counterfactual Explanations via Optimal Transport‏
AR Ehyaei, A Shirali, S Samadi‏
arXiv preprint arXiv:2402.04579, 2024‏
12024
Fairness in Clustering‏
B Brubach, D Chakrabarty, JP Dickerson, S Esmaeili, M Kleindessner, ...‏
12022
המערכת אינה יכולה לבצע את הפעולה כעת. נסה שוב מאוחר יותר.
מאמרים 1–20