375 search results - page 46 / 75 » Bayesian Inference for Sparse Generalized Linear Models |
107
Voted
PKDD
2010
Springer
14 years 11 months ago
2010
Springer
We consider the problem of numerical stability and model density growth when training a sparse linear model from massive data. We focus on scalable algorithms that optimize certain...
140
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ICASSP
2011
IEEE
14 years 5 months ago
2011
IEEE
Solving linear regression problems based on the total least-squares (TLS) criterion has well-documented merits in various applications, where perturbations appear both in the data...
147
Voted
CVIU
2007
15 years 1 months ago
2007
This paper addresses the problem of object detection and recognition in complex scenes, where objects are partially occluded. The approach presented herein is based on the hypothe...
177
Voted
3DPVT
2004
IEEE
15 years 5 months ago
2004
IEEE
Abstract-General information about a class of objects, such as human faces or teeth, can help to solve the otherwise ill-posed problem of reconstructing a complete surface from spa...
115
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CORR
2011
Springer
14 years 8 months ago
2011
Springer
We propose a factor-graph-based approach to joint channel-estimationand-decoding of bit-interleaved coded orthogonal frequency division multiplexing (BICM-OFDM). In contrast to ex...