QUIC (1.0)

Regularized sparse inverse covariance matrix estimation.


Use Newton's method and coordinate descent to solve the regularized inverse covariance matrix estimation problem. Please refer to: Sparse Inverse Covariance Matrix Estimation Using Quadratic Approximation, Cho-Jui Hsieh, Matyas A. Sustik, Inderjit S. Dhillon, Pradeep Ravikumar, Advances in Neural Information Processing Systems 24, 2011, p. 2330--2338.

Maintainer: Matyas A. Sustik
Author(s): Cho-Jui Hsieh [aut], Matyas A. Sustik [aut, cre], Inderjit S. Dhillon [aut], Pradeep Ravikumar [aut]

License: GPL-3

Uses: Does not use any package
Reverse depends: abundant, MRCE, rsggm
Reverse suggests: pulsar, scio, stabs

Released about 8 years ago.