Videos from JuliaCon are now available online
2018
Previous editions: 2017 | 2016 | 2015 | 2014
Niccolò Antonello



StructuredOptimization.jl: a new optimization package for Julia

StructuredOptimization provides a modelling language to formulate and solve optimization problems, using a syntax that closely resembles the original mathematical formulation. This user-friendly interface acts as a parser to use three different packages:

The package will be presented by illustrating the high versatility of the PG algorithms through a series of application examples. In particular, classical signal processing applications (sparse deconvolution and line spectra estimation) will be shown together with audio, image and video processing applications (audio de-clipping, total variation denoising and video background removal) and nonlinear classification using machine learning techniques.

Speaker's bio