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» Solving Demodulation as an Optimization Problem
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110
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SIAMJO
2008
93views more  SIAMJO 2008»
15 years 3 months ago
Smooth Optimization with Approximate Gradient
We show that the optimal complexity of Nesterov's smooth first-order optimization algorithm is preserved when the gradient is only computed up to a small, uniformly bounded er...
Alexandre d'Aspremont
125
Voted
GECCO
2007
Springer
186views Optimization» more  GECCO 2007»
15 years 9 months ago
A multi-objective approach for the prediction of loan defaults
Credit institutions are seldom faced with problems dealing with single objectives. Often, decisions involving optimizing two or more competing goals simultaneously need to be made...
Oluwarotimi Odeh, Praveen Koduru, Sanjoy Das, Alle...
114
Voted
DATE
2005
IEEE
148views Hardware» more  DATE 2005»
15 years 9 months ago
A Dependability-Driven System-Level Design Approach for Embedded Systems
The objective of this paper is to introduce dependability as an optimization criterion in the system-level design process of embedded systems. Given the pervasiveness of embedded ...
Arshad Jhumka, Stephan Klaus, Sorin A. Huss
96
Voted
CORR
2008
Springer
80views Education» more  CORR 2008»
15 years 3 months ago
Reserved-Length Prefix Coding
Huffman coding finds an optimal prefix code for a given probability mass function. Consider situations in which one wishes to find an optimal code with the restriction that all cod...
Michael B. Baer
135
Voted
NIPS
1993
15 years 5 months ago
Using Local Trajectory Optimizers to Speed Up Global Optimization in Dynamic Programming
Dynamic programming provides a methodology to develop planners and controllers for nonlinear systems. However, general dynamic programming is computationally intractable. We have ...
Christopher G. Atkeson