Samira Samadi
Samira Samadi
Research Group Leader. Max Planck Institute for Intelligent Systems
Geverifieerd e-mailadres voor tuebingen.mpg.de - Homepage
Geciteerd door
Geciteerd door
Guarantees for Spectral Clustering with Fairness Constraints
M Kleindessner, S Samadi, P Awasthi, J Morgenstern
http://proceedings.mlr.press/v97/kleindessner19b.html, 2019
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
Socially Fair k-Means Clustering
M Ghadiri, S Samadi, S Vempala
ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT), 2021
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
Near-optimal herding
N Harvey, S Samadi
Conference on Learning Theory, 1165-1182, 2014
Sample efficient learning of predictors that complement humans
MA Charusaie, H Mozannar, D Sontag, S Samadi
International Conference on Machine Learning, 2972-3005, 2022
Usability of Humanly Computable Passwords
S Samadi, S Vempala, AT Kalai
AAAI Conference on Human Computation and Crowdsourcing, 2018
Fair Dimensionality Reduction and Iterative Rounding for SDPs
J Morgenstern, S Samadi, U Singh, Mohit, Tantipongpipat, S Vempala
arXiv preprint arXiv:1902.11281, 2019
Finding meaningful cluster structure amidst background noise
S Kushagra, S Samadi, S Ben-David
Algorithmic Learning Theory: 27th International Conference, ALT 2016, Bari …, 2016
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
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
Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces
AR Ehyaei, K Mohammadi, AH Karimi, S Samadi, G Farnadi
arXiv preprint arXiv:2308.08938, 2023
Fair k-means clustering
M Ghadiri, S Samadi, S Vempala
arXiv preprint arXiv:2006.10085, 2020
Causal Fair Metric: Bridging Causality, Individual Fairness, and Adversarial Robustness
AR Ehyaei, G Farnadi, S Samadi
arXiv preprint arXiv:2310.19391, 2023
Human Aspects of Machine Learning.
S Samadi
Georgia Institute of Technology, Atlanta, GA, USA, 2020
Near-optimal Herding
S Samadi
University of British Columbia, 2014
Fairness in Clustering
P Awasthi, B Brubach, D Chakrabarty, JP Dickerson, S Esmaeili, ...
Fairness in Clustering
B Brubach, D Chakrabarty, JP Dickerson, S Esmaeili, M Kleindessner, ...
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