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ALT
2011
Springer
13 years 9 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
IPPS
2002
IEEE
15 years 2 months ago
Generating Parallel Programs from the Wavefront Design Pattern
Object-oriented programming, design patterns, and frameworks are common techniques that have been used to reduce the complexity of sequential programming. We have applied these te...
John Anvik, Steve MacDonald, Duane Szafron, Jonath...
IPPS
2005
IEEE
15 years 3 months ago
A Mutual Anonymous Peer-to-Peer Protocol Design
Peer-to-Peer (P2P) computing has become a popular application model because of its easy resource sharing pattern and powerful query search scheme. However, decentralized P2P archi...
Jinsong Han, Yunhao Liu, Li Xiao, Renyi Xiao, Lion...
PE
2011
Springer
365views Optimization» more  PE 2011»
14 years 4 months ago
Optimal resource allocation for time-reservation systems
This paper studies the optimal resource allocation in time-reservation systems. Customers arrive at a service facility and receive service in two steps; in the first step informa...
Ran Yang, Sandjai Bhulai, Rob van der Mei, Frank J...
IPPS
2007
IEEE
15 years 4 months ago
Gossip-based Reputation Aggregation for Unstructured Peer-to-Peer Networks
: Peer-to-Peer (P2P) reputation systems are needed to evaluate the trustworthiness of participating peers and to combat selfish and malicious peer behaviors. The reputation system ...
Runfang Zhou, Kai Hwang