Foster Provost

14 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-0307-3884

Leonard N. Stern School of Business, New York University, New York, New York 10012

Publications

• A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation — Information Systems Research 2023
• Who’s Watching TV? — Information Systems Research 2023
• Explaining Data-Driven Decisions made by AI Systems: The Counterfactual Approach — Management Information Systems Quarterly 2022 (name-matched, not ORCID-linked)
• Causal Classification: Treatment Effect Estimation vs. Outcome Prediction — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• Cost-Effective Quality Assurance in Crowd Labeling — Information Systems Research 2017
• Mining Massive Fine-Grained Behavior Data to Improve Predictive Analytics1 — Management Information Systems Quarterly 2016 (name-matched, not ORCID-linked)
• Finding Similar Mobile Consumers with a Privacy-Friendly Geosocial Design — Information Systems Research 2015
• Explaining Data-Driven Document Classifications1 — Management Information Systems Quarterly 2014 (name-matched, not ORCID-linked)
• Research Commentary—Information in Digital, Economic, and Social Networks — Information Systems Research 2013
• Active Feature-Value Acquisition — Management Science 2009
• Decision-Centric Active Learning of Binary-Outcome Models — Information Systems Research 2007
• Handling Missing Values when Applying Classification Models — Journal of Machine Learning Research 2007 (name-matched, not ORCID-linked)
• Classification in Networked Data: A Toolkit and a Univariate Case Study — Journal of Machine Learning Research 2007 (name-matched, not ORCID-linked)
• Tree Induction vs. Logistic Regression: A Learning-Curve Analysis — Journal of Machine Learning Research 2003 (name-matched, not ORCID-linked)