Sam Buchanan
Scholar

Sam Buchanan

Google Scholar ID: 5WT38A0AAAAJ
UC Berkeley
Machine LearningOptimizationSignal Processing
Citations & Impact
All-time
Citations
337
 
H-index
9
 
i10-index
9
 
Publications
15
 
Co-authors
10
list available
Resume (English only)
Background
  • Postdoctoral Scholar at University of California, Berkeley
  • Studies the mathematics of representation learning from the perspective of signals and data
  • Interested in structural properties of modern data underlying deep learning successes
  • Aims to scale models more effectively by exploiting data structure
  • Particularly focused on transformers and their applications to text and visual data