21 search results - page 1 / 5 » A Small PRG for Polynomial Threshold Functions of Gaussians |
CORR
2011
Springer
12 years 11 months ago
2011
Springer
COCO
2010
Springer
13 years 7 months ago
2010
Springer
Abstract. We prove asymptotically optimal bounds on the Gaussian noise sensitivity of degree-d polynomial threshold functions. These bounds translate into optimal bounds on the Gau...
CORR
2010
Springer
13 years 2 months ago
2010
Springer
STOC
2009
ACM
14 years 5 months ago
2009
ACM
We give explicit constructions of epsilon nets for linear threshold functions on the binary cube and on the unit sphere. The size of the constructed nets is polynomial in the dime...
COCO
2010
Springer
13 years 8 months ago
2010
Springer
We give a “regularity lemma” for degree-d polynomial threshold functions (PTFs) over the Boolean cube {−1, 1}n . Roughly speaking, this result shows that every degree-d PTF ...