Dan Nicolae
4 papers · 2021–2022 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
change point detection
(2)
time series analysis
(1)
causal inference
(1)
statistical inference
(1)
tensor decomposition
(1)
low-rank approximation
(1)
distribution shift
(1)
conditional distribution
(1)
treatment effect
(1)
observational data
(1)
alternating least square
(1)
statistical guarantee
(1)
varying coefficient model
(1)
cp decomposition
(1)
non-parametric method
(1)
distribution change
(1)
neural network
(1)
dose-response curve
(1)
gradual change detection
(1)
covariate analysis
(1)
Papers
Detection and Localization of Changes in Conditional Distributions
NeurIPS 2022
Fused Orthogonal Alternating Least Squares for Tensor Clustering
NeurIPS 2022
A nonparametric method for gradual change problems with statistical guarantees
NeurIPS 2021
VCNet and Functional Targeted Regularization For Learning Causal Effects of Continuous Treatments
ICLR 2021