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114
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UAI
1990
15 years 3 months ago
separable and transitive graphoids
We examine the notion of "unrelatedness" in a probabilistic framework. Three formulations are presented. In the first formulation, two variables a and b are totally inde...
Dan Geiger, David Heckerman
123
Voted
TREC
2007
15 years 3 months ago
Opinion Retrieval Experiments Using Generative Models: Experiments for the TREC 2007 Blog Track
Ranking blog posts that express opinions regarding a given topic should serve a critical function in helping users. We explored a couple of methods for opinion retrieval in the fr...
Yuki Arai, Koji Eguchi
ETS
2010
IEEE
140views Hardware» more  ETS 2010»
15 years 3 months ago
Increasing reliability of programmable mixed-signal systems by applying design diversity redundancy
This paper explores the concept of design diversity redundancy applied to mixed-signal (MS) circuit blocks, as a proposal to increase system reliability. Three different implement...
Gabriel de M. Borges, Luiz F. Gonçalves, Ti...
121
Voted
ICML
2010
IEEE
15 years 3 months ago
Deep networks for robust visual recognition
Deep Belief Networks (DBNs) are hierarchical generative models which have been used successfully to model high dimensional visual data. However, they are not robust to common vari...
Yichuan Tang, Chris Eliasmith
129
Voted
CORR
2008
Springer
136views Education» more  CORR 2008»
15 years 2 months ago
On the Capacity and Generalized Degrees of Freedom of the X Channel
We explore the capacity and generalized degrees of freedom of the 2-user Gaussian X channel, i.e. a generalization of the 2-user interference channel where there is an independent...
Chiachi Huang, Viveck R. Cadambe, Syed Ali Jafar