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 • 25.06.2025 • LMU Department of Statistics and via zoom

Practical Causal Reasoning as a Means for Ethical ML

25.06.25, 4:15-5:45 pm: Isabel Valera, Uni Saarbrücken explores fairness in ML and introduces DeCaFlow, a causal model for counterfactuals.

InnoVAE: Generative AI for Understanding Patents and Innovation

Dokyun Lee, Boston University

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