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Foster Provost

Affiliations: 
New York University, Graduate School of Business Administration 
Area:
Computer Science
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"Foster Provost"
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Enric Junqué de Fortuny grad student
Maytal Saar-Tsechansky grad student 2002 New York University, Graduate School of Business Administration
Claudia Perlich grad student 2005 New York University, Graduate School of Business Administration

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Publications

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Goethals S, Matz S, Provost F, et al. (2025) The Impact of Cloaking Digital Footprints on User Privacy and Personalization. Big Data
Ramon Y, Martens D, Provost F, et al. (2020) A comparison of instance-level counterfactual explanation algorithms for behavioral and textual data: SEDC, LIME-C and SHAP-C Advanced Data Analysis and Classification
Stankova M, Martens D, Provost F. (2020) Classification over bipartite graphs through projection Machine Learning. 1-51
De Cnudde S, Ramon Y, Martens D, et al. (2019) Deep Learning on Big, Sparse, Behavioral Data. Big Data. 7: 286-307
Cohen MC, Guetta CD, Jiao K, et al. (2018) Data-Driven Investment Strategies for Peer-to-Peer Lending: A Case Study for Teaching Data Science. Big Data. 6: 191-213
Martens D, Provost F, Clark J, et al. (2016) Mining massive fine-grained behavior data to improve predictive analytics Management Information Systems Quarterly. 40: 869-888
Dalessandro B, Hook R, Perlich C, et al. (2015) Evaluating and Optimizing Online Advertising: Forget the Click, but There Are Good Proxies. Big Data. 3: 90-102
Provost F, Martens D, Murray A. (2015) Finding similar mobile consumers with a privacy-friendly geosocial design Information Systems Research. 26: 243-265
Attenberg J, Ipeirotis P, Provost F. (2015) Beat the machine: Challenging humans to find a predictive model's "unknown unknowns", Journal of Data and Information Quality. 6
De Fortuny EJ, Evgeniou T, Martens D, et al. (2015) Iteratively refining SVMs using priors Proceedings - 2015 Ieee International Conference On Big Data, Ieee Big Data 2015. 46-52
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