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» On distributed optimization using generalized gossip
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GECCO
2009
Springer
122views Optimization» more  GECCO 2009»
15 years 7 months ago
Evolving symmetric and modular neural networks for distributed control
Problems such as the design of distributed controllers are characterized by modularity and symmetry. However, the symmetries useful for solving them are often difficult to determ...
Vinod K. Valsalam, Risto Miikkulainen
111
Voted
CORR
2007
Springer
82views Education» more  CORR 2007»
15 years 16 days ago
One-bit Distributed Sensing and Coding for Field Estimation in Sensor Networks
Abstract—This paper formulates and studies a general distributed field reconstruction problem using a dense network of noisy one-bit randomized scalar quantizers in the presence...
Ye Wang, Prakash Ishwar, Venkatesh Saligrama
99
Voted
PAMI
2008
162views more  PAMI 2008»
15 years 15 days ago
Bayes Optimality in Linear Discriminant Analysis
We present an algorithm which provides the one-dimensional subspace where the Bayes error is minimized for the C class problem with homoscedastic Gaussian distributions. Our main ...
Onur C. Hamsici, Aleix M. Martínez
97
Voted
ECML
2003
Springer
15 years 5 months ago
Optimizing Local Probability Models for Statistical Parsing
Abstract. This paper studies the properties and performance of models for estimating local probability distributions which are used as components of larger probabilistic systems ...
Kristina Toutanova, Mark Mitchell, Christopher D. ...
ICPP
1998
IEEE
15 years 4 months ago
Minimizing Data and Synchronization Costs in One-Way Communication
In contrast to the conventional send/receive model, the one-way communication model--using Put and Synch--allows the decoupling of message transmission from synchronization. This ...
Mahmut T. Kandemir, U. Nagaraj Shenoy, Prithviraj ...