School of Technology and Computer Science Seminars

Dyadic Rounding

by Dr. Amit Deshpande (Microsoft Research Lab., Bangalore)

Thursday, April 21, 2011 from to (Asia/Kolkata)
at Colaba Campus ( A-212 )
Description
`Dyad' means a pair, `dyadic' means binary, and in this talk I'll present some simple algorithms for rounding real vectors to 0-1 vectors without losing much. In particular, we can round eigenvectors of real matrices to 0-1 vectors with only a small log-factor loss. This leads to interesting decompositions of real matrices into a small number of cut matrices -- each of which looks like a block of ones with zeroes all around (up to some multiple) -- and can be thought of as rounding the singular value decomposition (joint work with Ravindran Kannan and Nikhil Srivastava).

The talk will be elementary and all are encouraged to attend.
Organised by John Barretto