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» Optimal Error Correction for Computationally Bounded Noise
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AMAI
2002
Springer
13 years 8 months ago
Minimizing Output Error in Multi-Layer Perceptrons
act It is well-established that a multi-layer perceptron (MLP) with a single hidden layer of N neurons and an activation function bounded by zero at negative infinity and one at in...
Jonathan P. Bernick
CORR
2010
Springer
115views Education» more  CORR 2010»
13 years 7 months ago
Tight oracle bounds for low-rank matrix recovery from a minimal number of random measurements
This paper presents several novel theoretical results regarding the recovery of a low-rank matrix from just a few measurements consisting of linear combinations of the matrix entr...
Emmanuel J. Candès, Yaniv Plan
CVPR
2007
IEEE
14 years 11 months ago
Constrained Optimization for Retinal Curvature Estimation Using an Affine Camera
We study retinal curvature estimation from multiple images that provides the fundamental geometry of human retina. We use an affine camera model due to its simplicity, linearity, ...
Thitiporn Chanwimaluang, Guoliang Fan
ISCA
2007
IEEE
94views Hardware» more  ISCA 2007»
13 years 9 months ago
Tailoring quantum architectures to implementation style: a quantum computer for mobile and persistent qubits
In recent years, quantum computing (QC) research has moved from the realm of theoretical physics and mathematics into real implementations [9]. With many different potential hardw...
Eric Chi, Stephen A. Lyon, Margaret Martonosi
PPSN
1998
Springer
14 years 1 months ago
On Risky Methods for Local Selection under Noise
The choice of the selection method used in an evolutionary algorithm may have considerable impacts on the behavior of the entire algorithm. Therefore, earlier work was devoted to t...
Günter Rudolph