Ryo Karakida
Scholar

Ryo Karakida

Google Scholar ID: spTlaogAAAAJ
AIST (National Institute of Advanced Industrial Science and Technology)
Machine LearningNeural NetworksDeep Learning
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Citations & Impact
All-time
Citations
655
 
H-index
13
 
i10-index
14
 
Publications
20
 
Co-authors
10
list available
Contact
No contact links provided.
Publications
5 items
The Impact of Anisotropic Covariance Structure on the Training Dynamics and Generalization Error of Linear Networks
2026
Cited
0
Gaussian Equivalence for Self-Attention: Asymptotic Spectral Analysis of Attention Matrix
2025
Cited
0
Infinite-Width Limit of a Single Attention Layer: Analysis via Tensor Programs
2025
Cited
0
Recurrent Self-Attention Dynamics: An Energy-Agnostic Perspective from Jacobians
2025
Cited
0
Local Loss Optimization in the Infinite Width: Stable Parameterization of Predictive Coding Networks and Target Propagation
International Conference on Learning Representations · 2024
Cited
0
Resume (English only)
Research Experience
  • Senior Researcher (Tenured), Artificial Intelligence Research Center, AIST (National Institute of Advanced Industrial Science and Technology), Tokyo, Japan
Background
  • Research interests: Neural Networks, Deep Learning, Machine Learning, Dynamics of Learning, Information Geometry
Co-authors
10 total
Co-author 1
Co-author 1
MASATO OKADA
MASATO OKADA
東京大学
Shotaro Akaho
Shotaro Akaho
AIST
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Kazuki Osawa
Kazuki Osawa
Google DeepMind
Co-author 7
Co-author 7
Co-author 8
Co-author 8