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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
7092021
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
432017
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
412014
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
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
312016
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
122020
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
92022
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
62020
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
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
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
2022
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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Articles 1–20