PCAL

A parallelizable approach for solving optimization problems with orthognality constraints.

Parallelizable Column-wise Augmented Lagrangian approaches for optimization with orthogonality constraints. The main idea of these approaches is to update the Lagrangian multiplier by closed-form expression and update prime variable by a gradient step.