Erwan Fagnou
Scholar

Erwan Fagnou

Google Scholar ID: n8DcvHkAAAAJ
PhD student, Université Paris Dauphine-PSL
Deep learningFrugal machine learning
Citations & Impact
All-time
Citations
5
 
H-index
1
 
i10-index
0
 
Publications
7
 
Co-authors
5
list available
Resume (English only)
Academic Achievements
  • Published several papers, including:
  • - April 2025: 'Accelerated Training through Iterative Gradient Propagation Along the Residual Path' at ICLR 2025.
  • - November 2024: 'Chain and Causal Attention for Efficient Entity Tracking' at EMNLP 2024.
Research Experience
  • Involved in multiple research projects and presented papers at international conferences such as ECAI 2025, ECML-PKDD 2025, and AISTATS 2025.
Education
  • Started my PhD at LAMSADE (Université Paris Dauphine-PSL) in December 2023, supervised by Alexandre Allauzen.
Background
  • Currently a PhD student at LAMSADE (Université Paris Dauphine-PSL, Paris, France) under the supervision of Alexandre Allauzen. My research is about frugal machine learning: I aim at making deep learning models more resource-efficient while maintaining their performance. The PhD focuses mainly on transformers applied to NLP.