Matthieu Wyart
Scholar

Matthieu Wyart

Google Scholar ID: YkjjioAAAAAJ
Professor of Physics, Johns Hopkins
physics
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Citations & Impact
All-time
Citations
6,162
 
H-index
44
 
i10-index
104
 
Publications
20
 
Co-authors
0
 
Contact
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Publications
10 items
Learn from your own latents and not from tokens: A sample-complexity theory
2026
Cited
0
Sampling Data with Chains of Forward-Backward Diffusion Steps
2026
Cited
0
Hierarchical Concept Geometry in Language Models Emerges from Word Co-occurrence
2026
Cited
0
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
Resume (English only)
Co-authors
0 total
Co-authors: 0 (list not available)