Deep Nonnegative Matrix Factorization (deep NMF) has recently emerged as...
A significant limitation of one-class classification anomaly detection
m...
This paper considers a multiblock nonsmooth nonconvex optimization probl...
In this paper, we consider a class of nonsmooth nonconvex optimization
p...
In this paper, we propose an algorithmic framework dubbed inertial
alter...
In this paper, we introduce TITAN, a novel inerTial block majorIzation
m...
Nonnegative matrix factorization (NMF) is a standard linear dimensionali...
This paper is concerned with improving the empirical convergence speed o...
We introduce and analyze BPALM and A-BPALM, two multi-block proximal
alt...
In this paper, we propose inertial versions of block coordinate descent
...
Nonnegative matrix factorization (NMF) is a linear dimensionality reduct...
We consider the problem of minimizing the sum of an average function of ...