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» Improving on Expectation Propagation
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91
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NIPS
2008
15 years 11 days ago
Evaluating probabilities under high-dimensional latent variable models
We present a simple new Monte Carlo algorithm for evaluating probabilities of observations in complex latent variable models, such as Deep Belief Networks. While the method is bas...
Iain Murray, Ruslan Salakhutdinov
ISUVR
2007
15 years 11 days ago
Image Browsing in Mobile Device Using User Motion Tracking
Recent mobile devices often store massive images. However, typical interfaces such as 2D display with a limited size and discrete button inputs make the browsing and manipulation o...
Sunghoon Yim, Jane Hwang, Seungmoon Choi, Gerard J...
134
Voted
SIMUTOOLS
2008
15 years 11 days ago
An accurate and extensible mobile IPv6 (xMIPV6) simulation model for OMNeT++
MIPv6 is the IPv6 based mobility management protocol and it is expected to become the mobility management protocol of choice for the Next Generation Wireless Access Networks. In o...
Faqir Zarrar Yousaf, Christian Bauer, Christian Wi...
75
Voted
NIPS
2007
15 years 11 days ago
Active Preference Learning with Discrete Choice Data
We propose an active learning algorithm that learns a continuous valuation model from discrete preferences. The algorithm automatically decides what items are best presented to an...
Eric Brochu, Nando de Freitas, Abhijeet Ghosh
106
Voted
ACL
2004
15 years 10 days ago
Statistical Machine Translation with Word- and Sentence-Aligned Parallel Corpora
The parameters of statistical translation models are typically estimated from sentence-aligned parallel corpora. We show that significant improvements in the alignment and transla...
Chris Callison-Burch, David Talbot, Miles Osborne