Cameron Musco
34 papers
· 2015–2025
· 6 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Interdisciplinary Bridge
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Keyword Pioneer
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Conference Polyglot
(6)
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Academic Marathon
(10)
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Cross-Pollinator
(7)
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Renaissance Researcher
(8)
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Taxonomy Completionist
(61)
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Conference Loyalist
(20)
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Topic Evolution
π₯
Unstoppable
(11)
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Trend Setter
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The Questioner
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Century Club
(34)
ποΈ
Keyword Collector
(174)
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Prolific Year
(5)
Conferences
NIPS (20)
ICML (6)
AISTATS (3)
ALT (2)
COLT (2)
AAAI (1)
Top co-authors
Research topics
Keywords
matrix approximation
(5)
gaussian process
(3)
kernel matrix
(3)
leverage score
(3)
causal inference
(2)
graph algorithm
(2)
random fourier feature
(2)
nystrom method
(2)
node embedding
(2)
dimensionality reduction
(2)
compressed sensing
(2)
density estimation
(2)
link prediction
(2)
gaussian process regression
(2)
kernel approximation
(2)
importance sampling
(2)
gaussian kernel
(2)
loss function
(2)
principal component analysis
(2)
inducing point
(2)
Papers
Kernel Interpolation with Sparse Grids
NIPS 2022
Faster Kernel Interpolation for Gaussian Processes
AISTATS 2021
Importance Sampling via Local Sensitivity
AISTATS 2020