18 search results - page 4 / 4 » Instrument parameter estimation in bayesian convex deconvolu... |
DAGM
2006
Springer
14 years 8 months ago
2006
Springer
Abstract. The paper presents an unsupervised method for partiallyblurred image restoration without influencing unblurred regions or objects. Maximum a posteriori estimation of para...
ICML
2009
IEEE
15 years 7 months ago
2009
IEEE
We present a general Bayesian framework for hyperparameter tuning in L2-regularized supervised learning models. Paradoxically, our algorithm works by first analytically integratin...
SIGOPS
2010
14 years 4 months ago
2010
Dependencies among system components are crucial to locating root errors in a distributed system. In this paper, we propose an approach to mine intercomponent dependencies from un...