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» On the Complexity of Function Learning
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158
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CVPR
1998
IEEE
15 years 8 months ago
Minimax Entropy and Learning by Diffusion
1 A system of coupled differential equations is formulated which learns priors for modelling "preattentive" textures. It is derived from an energy functional consisting o...
Jayant Shah
COLT
2006
Springer
15 years 7 months ago
Online Multitask Learning
We study the problem of online learning of multiple tasks in parallel. On each online round, the algorithm receives an instance and makes a prediction for each one of the parallel ...
Ofer Dekel, Philip M. Long, Yoram Singer
130
Voted
ICPR
2004
IEEE
16 years 5 months ago
Gaussian Energy Functions for Registration without Correspondences
A new criterion based on Gaussian fields is introduced and applied to the task of automatic rigid registration of point-sets. The method defines a simple energy function, which is...
Andreas Koschan, Besma R. Abidi, Faysal Boughorbel...
ICRA
2008
IEEE
104views Robotics» more  ICRA 2008»
15 years 10 months ago
Towards locally computable polynomial navigation functions for convex obstacle workspaces
— In this paper we present a polynomial Navigation Function (NF) for a sphere world that can be constructed almost locally, with partial knowledge of the environment. The present...
Grigoris Lionis, Xanthi Papageorgiou, Kostas J. Ky...
ITC
1998
IEEE
95views Hardware» more  ITC 1998»
15 years 8 months ago
Native mode functional test generation for processors with applications to self test and design validation
New methodologies based on functional testing and built-in self-test can narrow the gap between necessary solutions and existing techniques for processor validation and testing. W...
Jian Shen, Jacob A. Abraham