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ESANN
2007
15 years 7 months ago
Convex optimization for the design of learning machines
This paper reviews the recent surge of interest in convex optimization in a context of pattern recognition and machine learning. The main thesis of this paper is that the design of...
Kristiaan Pelckmans, Johan A. K. Suykens, Bart De ...
CCR
2007
85views more  CCR 2007»
15 years 6 months ago
Don't optimize existing protocols, design optimizable protocols
As networks grow in size and complexity, network management has become an increasingly challenging task. Many protocols have tunable parameters, and optimization is the process of...
Jiayue He, Jennifer Rexford, Mung Chiang
IROS
2007
IEEE
138views Robotics» more  IROS 2007»
16 years 14 days ago
Gramian-based optimal design of a dynamic stroke amplifier compliant micro-mechanism
—This paper presents a new method developed for the optimal design of microrobotic compliant mechanisms. It is based on a flexible building block method, called FlexIn, which use...
Mathieu Grossard, Christine Rotinat-Libersa, Nicol...
KBSE
1995
IEEE
15 years 9 months ago
A Transformation System for Interactive Reformulation of Design Optimization Strategies
Numerical design optimization algorithms are highly sensitive to the particular formulation of the optimization problems they are given. The formulation of the search space, the o...
Thomas Ellman, John Keane, Takahiro Murata, Mark S...
HPCA
2008
IEEE
16 years 6 months ago
Roughness of microarchitectural design topologies and its implications for optimization
Recent advances in statistical inference and machine learning close the divide between simulation and classical optimization, thereby enabling more rigorous and robust microarchit...
Benjamin C. Lee, David M. Brooks