Sciweavers

1578 search results - page 49 / 316
» Algorithmic randomness of continuous functions
Sort
View
IJCNN
2000
IEEE
14 years 3 months ago
Continuous Optimization of Hyper-Parameters
Many machine learning algorithms can be formulated as the minimization of a training criterion which involves (1) \training errors" on each training example and (2) some hype...
Yoshua Bengio
COCO
2003
Springer
145views Algorithms» more  COCO 2003»
14 years 4 months ago
Hardness vs. Randomness within Alternating Time
We study the complexity of building pseudorandom generators (PRGs) with logarithmic seed length from hard functions. We show that, starting from a function f : {0, 1}l → {0, 1} ...
Emanuele Viola
COCO
2009
Springer
96views Algorithms» more  COCO 2009»
14 years 5 months ago
One-Way Functions and the Berman-Hartmanis Conjecture
—The Berman-Hartmanis conjecture states that all NP-complete sets are P-isomorphic each other. On this conjecture, we first improve the result of [3] and show that all NP-comple...
Manindra Agrawal, Osamu Watanabe
DAC
2004
ACM
14 years 2 months ago
Probabilistic regression suites for functional verification
Random test generators are often used to create regression suites on-the-fly. Regression suites are commonly generated by choosing several specifications and generating a number o...
Shai Fine, Shmuel Ur, Avi Ziv
ICIC
2007
Springer
14 years 5 months ago
Quantum Integration Error on Some Classes of Multivariate Functions
Abstract. We study the approximation of the integration of multivariate functions classes in the quantum model of computation. We first obtain a lower bound of the n-th minimal qu...
Peixin Ye, Qing He