66 citations · 166 across the 13 of their papers we have counts for
Showing 2018Show all
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stat.CO2018★ 36 cited
Sparse Regression with Multi-type Regularized Feature Modeling
Sander Devriendt, Katrien Antonio, Tom Reynkens +1
Within the statistical and machine learning literature, regularization techniques are often used to construct sparse (predictive) models. Most regularization strategies only work f…
q-fin.RM2018★ 17 cited
Modeling the number of hidden events subject to observation delay
Jonas Crevecoeur, Katrien Antonio, Roel Verbelen
This paper considers the problem of predicting the number of events that have occurred in the past, but which are not yet observed due to a delay. Such delayed events are relevant…