Adaptive Outlier Pursuit: Robust 1-bit Compressive Sensing and Matrix Completion - implementation -

Tackling sparse noise in 1-bit compressive sensing and matrix completion, we have two implementations today, in the compressive sensing case, AOP is compared to BIHT while in the Matrix Completion case, it is compared to GRASTA and SpaRCS. Here they are: Robust 1-bit compressive sensing using adaptive outlier pursuit by Ming Yan, Yi Yang, Stanley Osher. The abstract reads: In compressive sensing (CS), the goal is to recover signals at reduced sample rate compared to the […]