Cheolwoo Park
4 papers · 2022–2024 · 2 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Conference Polyglot (2) ๐ Cross-Pollinator (11) ๐บ๏ธ Taxonomy Completionist (11)
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Hot Topic Early Bird
Conferences
ICML (2)
NIPS (2)
Top co-authors
Research topics
Keywords
kernel methods
(3)
compositional datum
(2)
principal component analysis
(1)
kernel principal component analysis
(1)
kernel learning
(1)
statistical estimation
(1)
nystrom method
(1)
kernel mean embedding
(1)
nystrรถm method
(1)
minimax risk
(1)
kernel embedding
(1)
high-dimensional datum
(1)
random feature
(1)
scalable kernel
(1)
functional datum
(1)
sufficient dimension reduction
(1)
local differential privacy
(1)
microbiome datum
(1)
radial transformation
(1)
differential privacy
(1)
Papers
Differential Privacy in Scalable General Kernel Learning via $K$-means Nystr{\"o}m Random Features
NIPS 2024
Minimax Risks and Optimal Procedures for Estimation under Functional Local Differential Privacy
NIPS 2023
Kernel Sufficient Dimension Reduction and Variable Selection for Compositional Data via Amalgamation
ICML 2023
Kernel Methods for Radial Transformed Compositional Data with Many Zeros
ICML 2022