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Lasso and probabilistic inequalities for multivariate point processes
Niels Richard Hansen
, Patricia Reynaud-Bouret, Vincent Rivoirard
Department of Mathematical Sciences
54
Citations (Scopus)
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Dive into the research topics of 'Lasso and probabilistic inequalities for multivariate point processes'. Together they form a unique fingerprint.
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Keyphrases
Adaptive Lasso
100%
Dictionary
100%
Least Absolute Shrinkage and Selection Operator (LASSO)
100%
Multivariate Point Process
100%
Multivariate Hawkes Process
100%
Statist
100%
Theoretical Aspects
50%
Bernstein Inequality
50%
Linear Combination
50%
Unknown Function
50%
Dictionary-based
50%
Histogram
50%
Function Parameters
50%
Simulation Study
50%
Wavelet Basis
50%
Low Computational Complexity
50%
Tuning Procedure
50%
Martingale
50%
Regularization Method
50%
Neuronal Activity
50%
Neuroscience
50%
Mathematics
Point Process
100%
Hawkes Process
100%
Regularization
50%
Simulation Study
50%
Type Inequality
50%
Linear Combination
50%
Wavelet Base
50%
Counting Process
50%
Histogram
50%
Computational Cost
50%
Unknown Function
50%
Gram Matrix
50%