Edouardo Honig
Scholar

Edouardo Honig

Google Scholar ID: 7_0UVa0AAAAJ
PhD Candidate, University of California, Los Angeles
Language modelingGenerative modelingUnsupervised learningComputational Biology
Citations & Impact
All-time
Citations
23
 
H-index
3
 
i10-index
0
 
Publications
10
 
Co-authors
4
list available
Resume (English only)
Background
  • Principal research interests lie in generative models and representation learning.
  • Earlier in PhD worked on learning energy-based models (EBMs).
  • Later focused on language modeling for biological sequences, including explainable AI (XAI) works on gene expression prediction from DNA sequence.
  • Recently delving into language models for prompt compression and context extension.
  • Currently working on protein engineering and thinking more about reasoning.