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» Argumentation based decision making for autonomous agents
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206
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ALT
2011
Springer
13 years 11 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
98
Voted
ATAL
2010
Springer
15 years 23 days ago
Asynchronous algorithms for approximate distributed constraint optimization with quality bounds
Distributed Constraint Optimization (DCOP) is a popular framework for cooperative multi-agent decision making. DCOP is NPhard, so an important line of work focuses on developing f...
Christopher Kiekintveld, Zhengyu Yin, Atul Kumar, ...
WWW
2008
ACM
16 years 10 days ago
Anycast CDNS revisited
Because it is an integral part of the Internet routing apparatus, and because it allows multiple instances of the same service to be "naturally" discovered, IP Anycast h...
Hussein A. Alzoubi, Seungjoon Lee, Michael Rabinov...
101
Voted
SOFSEM
2010
Springer
15 years 8 months ago
Regret Minimization and Job Scheduling
Regret minimization has proven to be a very powerful tool in both computational learning theory and online algorithms. Regret minimization algorithms can guarantee, for a single de...
Yishay Mansour
CN
2007
135views more  CN 2007»
14 years 11 months ago
Handling feature interactions in the language for end system services
Since traditional telecommunication networks assume dumb terminals, there are rarely feature interactions involving end systems. However, in Internet telephony systems, such featur...
Xiaotao Wu, Henning Schulzrinne