21 search results - page 1 / 5 » A Small PRG for Polynomial Threshold Functions of Gaussians |
47
Voted
CORR
2011
Springer
14 years 4 months ago
2011
Springer
COCO
2010
Springer
15 years 28 days 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...
49
Voted
CORR
2010
Springer
14 years 7 months ago
2010
Springer
STOC
2009
ACM
15 years 10 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
15 years 1 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 ...