Yixin Wang

University of Michigan

Ann Arbor, MI

United States

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Scholarly Papers (1)

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

The Wharton School Research Paper
Number of pages: 51 Posted: 16 Apr 2024 Last Revised: 18 Jun 2024
University of Pennsylvania - Marketing Department, London Business School - 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, HKUST Business School, Goethe University Frankfurt - Department of Marketing, University of North Carolina at Chapel Hill, University of Michigan and University of Florida - Warrington College of Business Administration
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Abstract:

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