## Speaker:

Amit Deshpande Microsoft Research Lab., â€œScientiaâ€ 196/36 2nd Main Sadashivnagar Bangalore 560 080<b

## Time:

Thursday, 21 April 2011 (All day)

## Venue:

• A-212 (STCS Seminar Room)

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.