InnoVAE: Generative AI for Understanding Patents and Innovation

Dokyun Lee, Boston University

27.07.2023

5:00 pm - 6:30 pm

LMU Institute of AI in Management via zoom

The presentation demonstrates how 'InnoVAE,' a generative model, guides managerial decisions with unstructured data. Converting patent text into an interpretable 'Innovation Space,' it excels in explaining innovation outcomes on computing system patents, surpassing structured variables.

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Colloquium • 15.01.2025 • LMU Department of Statistics and via zoom

Additive Density-on-Scalar Regression in Bayes Hilbert Spaces With an Application to Gender Economics

15.01.25, 4-6 pm: LMU Statistics Colloquium with Sonja Greven (HU Berlin) introducing a novel approach to modeling densities.

InnoVAE: Generative AI for Understanding Patents and Innovation

Dokyun Lee, Boston University

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