An Almost Optimal Algorithm for Computing Nonnegative Rank

Here, we give an algorithm for deciding if the nonnegative rank of a matrix M of dimension m \times n$ is at most r which runs in time (nm)[superscript O(r2)]. This is the first exact algorithm that runs in time singly exponential in r. This algorithm (and earlier algorithms) are built on methods f...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखक: Moitra, Ankur
अन्य लेखक: Massachusetts Institute of Technology. Department of Mathematics
स्वरूप: लेख
भाषा:en_US
प्रकाशित: Society for Industrial and Applied Mathematics 2017
ऑनलाइन पहुंच:http://hdl.handle.net/1721.1/108665
https://orcid.org/0000-0001-7047-0495

समान संसाधन