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institution

Nagano University

Japan

3 papers here
fields
  • cs.LG1
  • math-ph1
  • stat.ME1
ROR 03aptyv62OpenAlex

affiliations via OpenAlex

researchers with a paper here
  • B. Gautam1 · h 2
  • Hiroshi Hakoyama1 · h 2
  • Javaid Saher1 · h 0
  • Jieling Wu1 · h 1
  • K. Ishii1 · h 3
  • Ryo Hayami1 · h 1
collaborating institutions
  • Kanazawa Gakuin UniversityJP1 paper
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2026

Platonic Projection Structures: Operator-Induced Observability in Representation Learning

Kazuo Ishii, Bishnu Prasad Gautam, Jieling Wu +1

We characterize observability in representation learning through Platonic Projection Structures (PPS), an operator-theoretic framework for analyzing representation accessibility un…

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