TY  - GEN 
AU  - Jafrasteh, Bahram
AU  - Hernández Lobato, Daniel
AU  - Lubián López, Simón Pedro
AU  - Benavente Fernández, Isabel
A4  - Materno-Infantil y Radiología
PY  - 2023
SN  - 0950-7051
UR  - http://hdl.handle.net/10498/28820
AB  - A missing value indicates that a particular attribute of an instance of a learning problem is not recorded. They are very common in many real-life datasets. In spite of this, however, most machine learning methods cannot handle missing values. Thus,...
LA  - eng
PB  - Elsevier
KW  - Deep Gaussian processes
KW  - Deep learning
KW  - Gaussian process
KW  - Missing values
KW  - Variational inference
TI  - Gaussian processes for missing value imputation
DO  - 10.1016/j.knosys.2023.110603
ER  -