Analysis of the Block Coordinate Descent Method for Linear Ill-Posed Problems

Simon Rabanser, Lukas Neumann, Markus Haltmeier

Block coordinate descent (BCD) methods approach optimization problems by performing gradient steps along alternating subgroups of coordinates. This is in contrast to full gradient…