Samira Samadi

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Citations	618	596
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Santosh S. VempalaGeorgia TechVerified email at gatech.edu
Jamie MorgensternUniversity of WashingtonVerified email at cs.washington.edu
Matthäus KleindessnerAmazon AWS TübingenVerified email at amazon.com
Mohit SinghAssociate Professor, Georgia Institute of TechnologyVerified email at gatech.edu
Uthaipon TantipongpipatTwitterVerified email at twitter.com
Mehrdad GhadiriMITVerified email at mit.edu
pranjal awasthiGoogleVerified email at rutgers.edu
Mohammad-Amin CharusaieMax Planck Institute for Intelligent SystemsVerified email at tuebingen.mpg.de
Tom SührMax Planck Institute for Intelligent SystemsVerified email at tuebingen.mpg.de
David SontagProfessor, Massachusetts Institute of TechnologyVerified email at csail.mit.edu
Hussein MozannarMassachusetts Institute of TechnologyVerified email at mit.edu
Nicholas J. A. HarveyProfessor of Computer Science, University of British ColumbiaVerified email at cs.ubc.ca
Augustin KelavaEberhard Karls Universität TübingenVerified email at uni-tuebingen.de
Adam Tauman KalaiOpenAIVerified email at openai.com
Shai Ben-DavidUniverity of Waterloo, CanadaVerified email at uwaterloo.ca
Shrinu KushagraGoogle DeepMindVerified email at deepmind.com
Florian E. DornerETH Zürich, Max-Planck Institut für Intelligente SystemeVerified email at istp.ethz.ch
Chris RussellAssociate Professor, University of OxfordVerified email at oii.ox.ac.uk
Muhammad Bilal ZafarRuhr University Bochum & Research Center for Trustworthy Data Science and SecurityVerified email at rub.de
Krishnaram KenthapadiFiddler AIVerified email at CS.Stanford.EDU

Samira Samadi

Research Group Leader. Max Planck Institute for Intelligent Systems

Verified email at tuebingen.mpg.de - Homepage

Machine Learning Computer Science


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Guarantees for Spectral Clustering with Fairness Constraints M Kleindessner, S Samadi, P Awasthi, J Morgenstern http://proceedings.mlr.press/v97/kleindessner19b.html, 2019	172	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	165	2018
Socially Fair k-Means Clustering M Ghadiri, S Samadi, S Vempala ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT), 2021	105	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	40	2019
Sample efficient learning of predictors that complement humans MA Charusaie, H Mozannar, D Sontag, S Samadi International Conference on Machine Learning, 2972-3005, 2022	32	2022
Near-optimal herding N Harvey, S Samadi Conference on Learning Theory, 1165-1182, 2014	29	2014
Fair Dimensionality Reduction and Iterative Rounding for SDPs J Morgenstern, S Samadi, U Singh, Mohit, Tantipongpipat, S Vempala arXiv preprint arXiv:1902.11281, 2019	13	2019
Usability of Humanly Computable Passwords S Samadi, S Vempala, AT Kalai AAAI Conference on Human Computation and Crowdsourcing, 2018	13	2018
Do personality tests generalize to Large Language Models? FE Dorner, T Sühr, S Samadi, A Kelava arXiv preprint arXiv:2311.05297, 2023	12	2023
Finding meaningful cluster structure amidst background noise S Kushagra, S Samadi, S Ben-David Algorithmic Learning Theory: 27th International Conference, ALT 2016, Bari …, 2016	12	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	11	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	6	2020
Fairness in clustering P Awasthi, B Brubach, D Chakrabarty, JP Dickerson, SA Esmaeili, ... Conference on Artificial Intelligence (AAAI), 2022	2	2022
Socially fair 𝑘-means clustering M Ghadiri, S Samadi, S Vempala FAccT, 2021	2	2021
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	1	2024
Causal fair metric: Bridging causality, individual fairness, and adversarial robustness AR Ehyaei, G Farnadi, S Samadi arXiv preprint arXiv:2310.19391, 2023	1	2023
Fairness in Clustering B Brubach, D Chakrabarty, JP Dickerson, S Esmaeili, M Kleindessner, ...	1	2022
Fair k-means clustering M Ghadiri, S Samadi, S Vempala arXiv preprint arXiv:2006.10085, 2020	1	2020
A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer Problems MA Charusaie, S Samadi arXiv preprint arXiv:2407.12710, 2024		2024
A Dynamic Model of Performative Human-ML Collaboration: Theory and Empirical Evidence T Sühr, S Samadi, C Farronato arXiv preprint arXiv:2405.13753, 2024		2024

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