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Kolloquium

BGTS Colloquium

13.10.2022
17:15 - 18:30
Online via Zoom
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Speaker: Prof. Xin Guo (UC Berkeley)

Title: Generative Adversarial Networks (GANs): an analytical perspective

Abstract: Generative Adversarial Networks (Gans) have attracted intense interest lately in computer vision, image generation, and simulation of financial time series data. In this talk, I will first provide a gentle review of the mathematics framework behind GANs. I will then proceed to discuss a few challenges in GANs training from an analytical perspective. I will finally report some recent progress for GANs training in terms of its stability and convergence analysis.

The talk will take place as Zoom video conference. Please contact
bgts@uni-bielefeld.de for Meeting-ID and Password if you would like to participate.

Alles auf einen Blick:

  • Veranstalter: Bielefeld Graduate School in Theoretical Sciences (BGTS)
  • Ort: Online via Zoom
  • Zeit: 13.10.2022, 17:15 - 18:30
  • Zielgruppe: Lehrende und Forschende, Studierende, Wiss. Nachwuchs
  • Öffentlichkeit: universitätsintern
  • Anmeldung: Link zur Event-Website