Alternating Direction Method of Multipliers ADMM
ADMM convergence
ADMM scaled form
Connection to prox operators
Example: Lasso regression
Practical issues
Example: Sparse Subspace estimation
Example: Low Rank + Sparse Decomposition
Faster Convergence?
References