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JMLR
2010
160views more  JMLR 2010»
13 years 5 months ago
Neural conditional random fields
We propose a non-linear graphical model for structured prediction. It combines the power of deep neural networks to extract high level features with the graphical framework of Mar...
Trinh Minh Tri Do, Thierry Artières
BROADNETS
2004
IEEE
14 years 1 months ago
A Scalable Algorithm for Survivable Routing in IP-Over-WDM Networks
In IP-over-WDM networks, a logical IP network has to be routed on top of a physical optical fiber network. An important challenge hereby is to make the routing survivable. We call...
Frederick Ducatelle, Luca Maria Gambardella
DATE
2004
IEEE
123views Hardware» more  DATE 2004»
14 years 1 months ago
Synthesis and Optimization of Threshold Logic Networks with Application to Nanotechnologies
We propose an algorithm for efficient threshold network synthesis of arbitrary multi-output Boolean functions. The main purpose of this work is to bridge the wide gap that currentl...
Rui Zhang, Pallav Gupta, Lin Zhong, Niraj K. Jha
KDD
2003
ACM
217views Data Mining» more  KDD 2003»
14 years 10 months ago
Algorithms for estimating relative importance in networks
Large and complex graphs representing relationships among sets of entities are an increasingly common focus of interest in data analysis--examples include social networks, Web gra...
Scott White, Padhraic Smyth
NCA
2008
IEEE
14 years 4 months ago
Persistent Logical Synchrony
Francesc D. Muñoz-Escoí, Rubé...