Nikos Kargas
4 papers · 2019–2021 · 3 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(3)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
AISTATS (1)
IJCAI (1)
Top co-authors
Keywords
tensor decomposition
(3)
spatio-temporal datum
(2)
tensor completion
(2)
low-rank approximation
(2)
nonlinear system identification
(1)
tensor factorization
(1)
temporal analysis
(1)
block coordinate descent
(1)
mixture model
(1)
spectral algorithm
(1)
deep neural network
(1)
data imputation
(1)
non-parametric estimation
(1)
epidemic forecasting
(1)
smoothness regularization
(1)
epidemiological model
(1)
covid-19 prediction
(1)
latent pattern
(1)
matrix factorization
(1)
weighted low-rank approximation
(1)
Papers
STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization
AAAI 2021
Multi-version Tensor Completion for Time-delayed Spatio-temporal Data
IJCAI 2021
Nonlinear System Identification via Tensor Completion
AAAI 2020
Learning Mixtures of Smooth Product Distributions: Identifiability and Algorithm
AISTATS 2019