6 search results - page 1 / 2 » k-Independent Gaussians Fool Polynomial Threshold Functions |
65
Voted
CORR
2010
Springer
14 years 10 months ago
2010
Springer
113
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COCO
2010
Springer
15 years 3 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...
118
Voted
COLT
2010
Springer
14 years 10 months ago
2010
Springer
A significant Fourier transform (SFT) algorithm, given a threshold and oracle access to a function f, outputs (the frequencies and approximate values of) all the -significant Fou...
57
Voted
CORR
2011
Springer
14 years 7 months ago
2011
Springer
COLT
2008
Springer
15 years 2 months ago
2008
Springer
In recent work, Kalai, Klivans, Mansour, and Servedio [KKMS05] studied a variant of the "Low-Degree (Fourier) Algorithm" for learning under the uniform probability distr...