Matthieu Wyart
Scholar

Matthieu Wyart

Google Scholar ID: YkjjioAAAAAJ
Professor of Physics, Johns Hopkins
physics
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
6,162
 
H-index
44
 
i10-index
104
 
Publications
20
 
Co-authors
0
 
Contact
TwitterOpen ↗GitHubOpen ↗
Publications
7 items
Symmetry in language statistics shapes the geometry of model representations
2026
Cited
0
Deriving Neural Scaling Laws from the statistics of natural language
2026
Cited
1
Deep networks learn to parse uniform-depth context-free languages from local statistics
2026
Cited
0
On the Emergence of Linear Analogies in Word Embeddings
2025
Cited
0
Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models
2025
Cited
0
Learning curves theory for hierarchically compositional data with power-law distributed features
2025
Cited
0
Scaling Laws and Representation Learning in Simple Hierarchical Languages: Transformers vs. Convolutional Architectures
2025
Cited
0
Resume (English only)
Co-authors
0 total
Co-authors: 0 (list not available)