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Forough Poursabzi-Sangdeh
Forough Poursabzi-Sangdeh
Senior Program Manager, Microsoft
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Manipulating and measuring model interpretability
F Poursabzi-Sangdeh, DG Goldstein, JM Hofman, JW Wortman Vaughan, ...
Proceedings of the 2021 CHI conference on human factors in computing systems …, 2021
8042021
Computer-assisted content analysis: Topic models for exploring multiple subjective interpretations
J Chuang, JD Wilkerson, R Weiss, D Tingley, BM Stewart, ME Roberts, ...
Advances in Neural Information Processing Systems workshop on human …, 2014
462014
Evaluating visual representations for topic understanding and their effects on manually generated topic labels
A Smith, TY Lee, F Poursabzi-Sangdeh, J Boyd-Graber, N Elmqvist, ...
Transactions of the Association for Computational Linguistics 5, 1-16, 2017
452017
Alto: Active learning with topic overviews for speeding label induction and document labeling
F Poursabzi-Sangdeh, J Boyd-Graber, L Findlater, K Seppi
Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016
332016
Uncertainty in current and future health wearables
B Knowles, A Smith-Renner, F Poursabzi-Sangdeh, D Lu, H Alabi
Communications of the ACM 61 (12), 62-67, 2018
312018
Manipulating and measuring model interpretability.(2018)
F Poursabzi-Sangdeh, DG Goldstein, JM Hofman, JW Vaughan, ...
arXiv preprint arXiv:1802.07810, 2018
152018
Expanding the scope of reproducibility research through data analysis replications
JM Hofman, DG Goldstein, S Sen, F Poursabzi-Sangdeh
WWW workshop on Innovative Ideas in Data Science, 2020
142020
Aligning offline metrics and human judgments of value of AI-pair programmers
V Dibia, A Fourney, G Bansal, F Poursabzi-Sangdeh, H Liu, S Amershi
arXiv preprint arXiv:2210.16494, 2022
122022
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
CHI workshop on Human-Centered Approaches to Fair and Responsible AI, 2020
72020
Applying the Byzantine Agreement in Wireless Sensor Networks based on clustering
P Kheirkhah Sangdeh, M Mirmohseni, F Poursabzi
2015 23rd Iranian Conference on Electrical Engineering, 619-624, 2015
62015
Aligning Offline Metrics and Human Judgments of Value for Code Generation Models
V Dibia, A Fourney, G Bansal, F Poursabzi-Sangdeh, H Liu, S Amershi
arXiv preprint arXiv:2210.16494, 2022
52022
Speeding document annotation with topic models
F Poursabzi-Sangdeh, J Boyd-Graber
Proceedings of the 2015 Conference of the North American Chapter of the …, 2015
42015
Responsible computing during covid-19 and beyond
S Barocas, AJ Biega, M Boyarskaya, K Crawford, HD Iii, M Dudík, B Fish, ...
Communications of the ACM 64 (7), 30-32, 2021
22021
Human-Centered and Interactive: Expanding the Impact of Topic Models
A Smith, T Yeon Lee, F Poursabzi-Sangdeh, J Boyd-Graber, N Elmqvist, ...
Proc. HCML Workshop at CHI 2016, 0
2*
Design and Empirical Evaluation of Interactive and Interpretable Machine Learning
F Poursabzi-Sangdeh
University of Colorado at Boulder, 2018
12018
Coding activity task (cat) evaluation for source code generators
VC Dibia, A Fourney, FP SANGDEH, SA Amershi
US Patent App. 18/482,836, 2024
2024
Coding activity task (CAT) evaluation for source code generators
VC Dibia, A Fourney, FP SANGDEH, SA Amershi
US Patent 11,815,934, 2023
2023
On clustering heterogeneous networks
F Poursabzi Sangdeh, A Kalyanaraman
NetScie, 2013
2013
Uncertainty in Current and Future Health Wearables Expect inherent uncertainties in health-wearables data to complicate future decision making concerning user health.
B Knowles, A Smith-Renner, F Poursabzi-Sangdeh, D Lu, H Alabi
Understanding and Exploring Datasets
F POURSABZI-SANGDEH
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