Tin Sum Cheng
3 papers · 2023–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Research topics
Keywords
kernel ridge regression
(2)
generalization error
(1)
spectral analysis
(1)
condition number
(1)
generalization bound
(1)
learning curve
(1)
spectral eigen-decay
(1)
test error
(1)
generalization performance
(1)
non-asymptotic bound
(1)
gaussian design
(1)
gaussian equivalent property
(1)
exponential decay
(1)
polynomial decay
(1)
kernel ridgeless regression
(1)
finite-rank kernel
(1)
overfitting
(1)
transfer learning
(1)
eigenspectrum
(1)