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ICPR
2008
IEEE
14 years 2 months ago
A least square kernel machine with box constraints
In this paper, we present a least square kernel machine with box constraints (LSKMBC). The existing least square machines assume Gaussian hyperpriors and subsequently express the ...
Jayanta Basak
ICRA
2008
IEEE
137views Robotics» more  ICRA 2008»
14 years 2 months ago
SVM-based discriminative accumulation scheme for place recognition
— Integrating information coming from different sensors is a fundamental capability for autonomous robots. For complex tasks like topological localization, it would be desirable ...
Andrzej Pronobis, Óscar Martínez Moz...
ISVLSI
2008
IEEE
161views VLSI» more  ISVLSI 2008»
14 years 2 months ago
Impact of Technology Scaling on Digital Subthreshold Circuits
Subthreshold circuits exhibit ultra-low energy per operation at the expense of increased delay. In this contribution, the impact of technology scaling on digital subthreshold circ...
David Bol, Renaud Ambroise, Denis Flandre, Jean-Di...
ISIPTA
2005
IEEE
146views Mathematics» more  ISIPTA 2005»
14 years 1 months ago
Arithmetic on Random Variables: Squeezing the Envelopes with New Joint Distribution Constraints
Uncertainty is a key issue in decision analysis and other kinds of applications. Researchers have developed a number of approaches to address computations on uncertain quantities....
Jianzhong Zhang 0004, Daniel Berleant
COLT
2004
Springer
14 years 1 months ago
An Inequality for Nearly Log-Concave Distributions with Applications to Learning
Abstract— We prove that given a nearly log-concave distribution, in any partition of the space to two well separated sets, the measure of the points that do not belong to these s...
Constantine Caramanis, Shie Mannor