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88
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NIPS
2007
15 years 2 months ago
A Risk Minimization Principle for a Class of Parzen Estimators
This paper1 explores the use of a Maximal Average Margin (MAM) optimality principle for the design of learning algorithms. It is shown that the application of this risk minimizati...
Kristiaan Pelckmans, Johan A. K. Suykens, Bart De ...
ALENEX
2004
110views Algorithms» more  ALENEX 2004»
15 years 2 months ago
Computation of a Class of COntinued Fraction Constants
There are numerous instances where mathematical constants do not admit a closed form. It is then of great interest to compute them, possibly in an efficient way. So the question i...
Loïck Lhote
76
Voted
DM
2006
73views more  DM 2006»
15 years 24 days ago
Composition of Post classes and normal forms of Boolean functions
The class composition C K of Boolean clones, being the set of composite functions f(g1, . . . , gn) with f C, g1, . . . , gn K, is investigated. This composition C K is either...
Miguel Couceiro, Stephan Foldes, Erkko Lehtonen
79
Voted
TNN
1998
112views more  TNN 1998»
15 years 12 days ago
A class of competitive learning models which avoids neuron underutilization problem
— In this paper, we study a qualitative property of a class of competitive learning (CL) models, which is called the multiplicatively biased competitive learning (MBCL) model, na...
Clifford Sze-Tsan Choy, Wan-Chi Siu
98
Voted
ICRA
2006
IEEE
93views Robotics» more  ICRA 2006»
15 years 6 months ago
Motion Planning for a Class of Planar Closed-chain Manipulators
— We study the motion planning problem for planar star-shaped manipulators. These manipulators are formed by joining k “legs” to a common point (like the thorax of an insect)...
Guanfeng Liu, Jeffrey C. Trinkle, N. Shvalb