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ALT
2011
Springer
13 years 12 months ago
Semantic Communication for Simple Goals Is Equivalent to On-line Learning
Abstract. Previous works [11, 6] introduced a model of semantic communication between a “user” and a “server,” in which the user attempts to achieve a given goal for commun...
Brendan Juba, Santosh Vempala
ALT
2011
Springer
13 years 12 months ago
On the Expressive Power of Deep Architectures
Deep architectures are families of functions corresponding to deep circuits. Deep Learning algorithms are based on parametrizing such circuits and tuning their parameters so as to ...
Yoshua Bengio, Olivier Delalleau
AMAI
2011
Springer
13 years 12 months ago
Multi-armed bandits with episode context
A multi-armed bandit episode consists of n trials, each allowing selection of one of K arms, resulting in payoff from a distribution over [0, 1] associated with that arm. We assum...
Christopher D. Rosin
ANCS
2011
ACM
13 years 12 months ago
A Scalability Study of Enterprise Network Architectures
The largest enterprise networks already contain hundreds of thousands of hosts. Enterprise networks are composed of Ethernet subnets interconnected by IP routers. These routers re...
Brent Stephens, Alan L. Cox, Scott Rixner, T. S. E...
ANCS
2011
ACM
13 years 12 months ago
ReClick - A Modular Dataplane Design Framework for FPGA-Based Network Virtualization
Network virtualization has emerged as a powerful technique to deploy novel services and experimental protocols over shared network infrastructures. Although recent research has hi...
Deepak Unnikrishnan, Justin Lu, Lixin Gao, Russell...
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