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ICML
2002
IEEE
16 years 8 months ago
On generalization bounds, projection profile, and margin distribution
We study generalization properties of linear learning algorithms and develop a data dependent approach that is used to derive generalization bounds that depend on the margin distr...
Ashutosh Garg, Sariel Har-Peled, Dan Roth
WWW
2004
ACM
16 years 8 months ago
Dealing with different distributions in learning from
In the problem of learning with positive and unlabeled examples, existing research all assumes that positive examples P and the hidden positive examples in the unlabeled set U are...
Xiaoli Li, Bing Liu
DCC
2003
IEEE
16 years 7 months ago
Design of Optimal Quantizers for Distributed Source Coding
We address the problem of designing optimal quantizers for distributed source coding. The generality of our formulation includes both the symmetric and asymmetric scenarios, toget...
David Rebollo-Monedero, Rui Zhang, Bernd Girod
IWSOS
2009
Springer
16 years 2 months ago
A Distributed Range Assignment Protocol
We present a new distributed algorithm for creating and maintaining power-efficient topologies in a wireless network. The wireless nodes establish links to neighbouring nodes in a ...
Steffen Wolf, Tom Ansay, Peter Merz
DATE
2008
IEEE
138views Hardware» more  DATE 2008»
16 years 2 months ago
BARP-A Dynamic Routing Protocol for Balanced Distribution of Traffic in NoCs
A novel routing algorithm, named Balanced Adaptive Routing Protocol (BARP), is proposed for NoCs to provide adaptive routing and ensure deadlock-free and livelock-free routing at ...
Pejman Lotfi-Kamran, Masoud Daneshtalab, Caro Luca...