Dan Nicolae
4 papers · 2021–2022 · 2 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(2)
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Interdisciplinary Bridge
🧭
Keyword Pioneer
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Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
NIPS (3)
ICLR (1)
Top co-authors
Keywords
change point detection
(2)
time series analysis
(1)
statistical inference
(1)
tensor decomposition
(1)
distribution shift
(1)
low rank approximation
(1)
conditional distribution
(1)
alternating least square
(1)
nonparametric method
(1)
statistical guarantee
(1)
cp decomposition
(1)
distribution change
(1)
gradual change detection
(1)
covariate analysis
(1)
large sample properties
(1)
gradual change
(1)
Papers
Fused Orthogonal Alternating Least Squares for Tensor Clustering
NIPS 2022
Detection and Localization of Changes in Conditional Distributions
NIPS 2022
A nonparametric method for gradual change problems with statistical guarantees
NIPS 2021
VCNet and Functional Targeted Regularization For Learning Causal Effects of Continuous Treatments
ICLR 2021