2 papers
stat.ML2023
Neural lasso: a unifying approach of lasso and neural networks
David Delgado, Ernesto Curbelo, Danae Carreras
In recent years, there is a growing interest in combining techniques attributed to the areas of Statistics and Machine Learning in order to obtain the benefits of both approaches.…
nlin.PS2002
Front dynamics in reaction-diffusion systems with Levy flights: a fractional diffusion approach
D. del-Castillo-Negrete, B. A. Carreras, V. E. Lynch
The use of reaction-diffusion models rests on the key assumption that the underlying diffusive process is Gaussian. However, a growing number of studies have pointed out the preval…