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Longxiu Tian

University of North Carolina at Chapel Hill

Chapel Hill, NC 27599

United States

SCHOLARLY PAPERS

2

DOWNLOADS

1,781

TOTAL CITATIONS

0

Scholarly Papers (2)

1.

Probabilistic Machine Learning: New Frontiers for Modeling Consumers and their Choices

The Wharton School Research Paper, SMU Cox School of Business Research Paper No. 24-4
Number of pages: 53 Posted: 16 Apr 2024 Last Revised: 07 Oct 2024
University of Pennsylvania - Marketing Department, - Department of Marketing, Columbia University - Columbia Business School, University of British Columbia (UBC) - Sauder School of Business, Columbia University - Columbia Business School, Marketing, Cornell University - Samuel Curtis Johnson Graduate School of Management, Southern Methodist University (SMU) - Marketing Department, University of Michigan, Stephen M. Ross School of BusinessUniversity of Michigan at Ann Arbor - Marketing, Hong Kong University of Science & Technology (HKUST) - Department of Marketing, Goethe University Frankfurt - Department of Marketing, University of North Carolina at Chapel Hill, University of Michigan at Ann Arbor and University of Florida - Warrington College of Business Administration
Downloads 1,233 (41,954)

Abstract:

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machine learning, Bayesian statistics, Bayesian nonparametrics, generative models, unstructured data, representation learning, causal inference

2.

Privacy Preserving Data Fusion

Number of pages: 65 Posted: 31 May 2023 Last Revised: 19 May 2025
Longxiu Tian, Dana Turjeman and Samuel Levy
University of North Carolina at Chapel Hill, Reichman University and University of Virginia - Darden School of Business
Downloads 548 (125,561)

Abstract:

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differential privacy, data fusion, variational autoencoders, generative modeling, selection bias