MS010 From Classical to Data-Driven: Modern Trends in Optimization and Regularization (Part 1)
Main Organizer:
Dr.
Danilo Pezzi
(
Università di Modena e Reggio Emilia
, Italy
)
Chaired by:
Dr. Danilo Pezzi (Università di Modena e Reggio Emilia , Italy)
Dr. Danilo Pezzi (Università di Modena e Reggio Emilia , Italy)
Scheduled presentations:
-
A line-search based SGD algorithm with Adaptive Importance Sampling
-
A stochastic gradient method with variance control and variable learning rate for Deep Learning
-
Modeling Textile Drying with Heated Cylinders under Low Pressure
-
Active inference and cognition: computational models of effort and awareness
-
Randomised Levenberg-Marquardt methods for nonlinear least-squares
-
A block proximal heavy ball method with applications in Plug-and-Play approaches
