Dmitry Kobak
7 papers
· 2020–2025
· 4 conferences
· across top CS/AI conferences
Achievements
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Keyword Pioneer
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Conference Polyglot
(4)
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Academic Marathon
(5)
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Cross-Pollinator
(8)
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Interdisciplinary Bridge
π£
Hot Topic Early Bird
Conferences
ICLR (2)
ICML (2)
JMLR (2)
NIPS (1)
Top co-authors
Keywords
statistical learning
(1)
dimensionality reduction
(1)
manifold learning
(1)
cluster analysis
(1)
ridge regression
(1)
data visualization
(1)
topological data analysis
(1)
linear regression
(1)
persistent homology
(1)
high-dimensional datum
(1)
spectral method
(1)
implicit regularization
(1)
ridge regularization
(1)
minimum-norm estimator
(1)
underdetermined system
(1)
neighbor embedding
(1)
effective resistance
(1)
diffusion distance
(1)
Papers
Scaling Down Deep Learning with MNIST-1D
ICML 2024