Tristan Sylvain
Scholar

Tristan Sylvain

Google Scholar ID: Dg5qUb0AAAAJ
Optiver
Deep LearningTime-series forecastingNatural Language Processing
Citations & Impact
All-time
Citations
686
 
H-index
10
 
i10-index
11
 
Publications
20
 
Co-authors
22
list available
Resume (English only)
Background
  • Currently a machine learning / quant researcher at Optiver, working on machine learning for financial data.
  • Research goal is to understand the fundamental principles underlying generalization in machine learning.
  • Past research focused on computer vision problems, particularly scene understanding and zero-shot learning.
  • Recently shifted focus to time-series forecasting via contrastive learning.
  • During PhD, also conducted research on survival analysis and multimodality in medical imaging.