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» Bayesian Algorithmic Mechanism Design
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110
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AR
1998
124views more  AR 1998»
15 years 2 months ago
The CMUnited-98 champion small-robot team
Robotic soccer presents a large spectrum of challenging research opportunities. In this article, we present the main research and technical contributions of our champion CMUnited-...
Manuela M. Veloso, Michael H. Bowling, Peter Stone
SAC
2008
ACM
15 years 2 months ago
Synchronization of strongly pulse-coupled oscillators with refractory periods and random medium access
The weakly pulse-coupled oscillator framework has proven to be a valuable resource for the development of peer-to-peer synchronization algorithms [9]. But leveraging it in a pract...
Julius Degesys, Prithwish Basu, Jason Redi
JMLR
2010
151views more  JMLR 2010»
14 years 9 months ago
Understanding the difficulty of training deep feedforward neural networks
Whereas before 2006 it appears that deep multilayer neural networks were not successfully trained, since then several algorithms have been shown to successfully train them, with e...
Xavier Glorot, Yoshua Bengio
142
Voted
HPDC
2008
IEEE
15 years 9 months ago
Ontological framework for a free-form query based grid search engine
If the model of free-form queries, which has proved successful for HTML based search on the Web, is made available for Grid services, it will serve as a powerful tool for scientis...
Chaitali Gupta, Rajdeep Bhowmik, Madhusudhan Govin...
INFOCOM
2006
IEEE
15 years 8 months ago
Utility-Optimal Medium Access Control: Reverse and Forward Engineering
— This paper analyzes and designs medium access control (MAC) protocols for wireless ad-hoc networks through the network utility maximization (NUM) framework. We first reverse-e...
Jang-Won Lee, Mung Chiang, A. Robert Calderbank