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JMLR
2010
106views more  JMLR 2010»
13 years 23 days ago
Why Does Unsupervised Pre-training Help Deep Learning?
Much recent research has been devoted to learning algorithms for deep architectures such as Deep Belief Networks and stacks of auto-encoder variants, with impressive results obtai...
Dumitru Erhan, Yoshua Bengio, Aaron C. Courville, ...
STACS
2009
Springer
14 years 22 days ago
The Dynamic Complexity of Formal Languages
The paper investigates the power of the dynamic complexity classes DynFO, DynQF and DynPROP over string languages. The latter two classes contain problems that can be maintained us...
Wouter Gelade, Marcel Marquardt, Thomas Schwentick
INFOCOM
2010
IEEE
13 years 4 months ago
The Capacity of Heterogeneous Wireless Networks
—Although capacity has been extensively studied in wireless networks, most of the results are for homogeneous wireless networks where all nodes are assumed identical. In this pap...
Pan Li, Yuguang Fang
EDBTW
2004
Springer
13 years 11 months ago
SPROUT: P2P Routing with Social Networks
In this paper, we investigate how existing social networks can benefit P2P data networks by leveraging the inherent trust associated with social links. We present a trust model t...
Sergio Marti, Prasanna Ganesan, Hector Garcia-Moli...
HAPTICS
2009
IEEE
14 years 22 days ago
Effects of haptic device attributes on vibration detection thresholds
Human vibrotactile detection experiments were used to compare temporal sinusoids displayed on three commercial haptic devices to a high-fidelity linear voice-coil actuator. The t...
Curt Salisbury, R. Brent Gillespie, Hong Z. Tan, F...