Seminario IMC: Synthetic data in Finance

El Instituto de Ingeniería Matemática y Computacional (IMC) los saluda atentamente y los invita al segundo de los dos seminarios que se dictarán en marzo. 

Vamsi Potluru, AI Research, JP Morgan.

Miércoles 27 de marzo de 2024, 13:40 hrs. (Presencial en auditorio Edificio San Agustín)

ABSTRACT

I will give a broad introduction to synthetic data and in particular their applications to Finance. I will focus on fair synthetic data based on creating a small coreset of the original dataset utilizing the Wasserstein distance while enforcing demographic parity. Experiments show the benefits of the approach and will also include reducing bias in LLMs. The talk will be broadly based on:

https://arxiv.org/abs/2401.00081

https://arxiv.org/abs/2311.05436

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