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» Transfer via soft homomorphisms
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ATAL
2009
Springer
12 years 5 days ago
Transfer via soft homomorphisms
The field of transfer learning aims to speed up learning across multiple related tasks by transferring knowledge between source and target tasks. Past work has shown that when th...
Jonathan Sorg, Satinder Singh
ICRA
2010
IEEE
143views Robotics» more  ICRA 2010»
11 years 4 months ago
Apprenticeship learning via soft local homomorphisms
Abstract— We consider the problem of apprenticeship learning when the expert’s demonstration covers only a small part of a large state space. Inverse Reinforcement Learning (IR...
Abdeslam Boularias, Brahim Chaib-draa
DATE
2005
IEEE
153views Hardware» more  DATE 2005»
11 years 11 months ago
Accurate Reliability Evaluation and Enhancement via Probabilistic Transfer Matrices
Soft errors are an increasingly serious problem for logic circuits. To estimate the effects of soft errors on such circuits, we develop a general computational framework based on ...
Smita Krishnaswamy, George F. Viamontes, Igor L. M...
CVPR
2005
IEEE
12 years 7 months ago
Local Color Transfer via Probabilistic Segmentation by Expectation-Maximization
We address the problem of regional color transfer between two natural images by probabilistic segmentation. We use a new Expectation-Maximization (EM) scheme to impose both spatia...
Yu-Wing Tai, Jiaya Jia, Chi-Keung Tang
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