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IJON
2002
123views more  IJON 2002»
15 years 4 months ago
N-bit parity neural networks: new solutions based on linear programming
In this paper, the N-bit parity problem is solved with a neural network that allows direct connections between the input layer and the output layer. The activation function used i...
Derong Liu, Myron E. Hohil, Stanley H. Smith
121
Voted
CORR
1999
Springer
143views Education» more  CORR 1999»
15 years 4 months ago
Collective Intelligence for Control of Distributed Dynamical Systems
We consider the El Farol bar problem, also known as the minority game W. B. Arthur, The American Economic Review, 842: 406 411 1994, D. Challet and Y.C. Zhang, Physica A, 256:514 ...
David Wolpert, Kevin R. Wheeler, Kagan Tumer
ICMLA
2009
15 years 2 months ago
Structured Prediction with Relative Margin
In structured prediction problems, outputs are not confined to binary labels; they are often complex objects such as sequences, trees, or alignments. Support Vector Machine (SVM) ...
Pannagadatta K. Shivaswamy, Tony Jebara
CDC
2010
IEEE
118views Control Systems» more  CDC 2010»
14 years 11 months ago
On optimal cooperative patrolling
This work considers the problem of designing optimal multi-agent trajectories to patrol an environment. As performance criterion for optimal patrolling we consider the worst-case t...
Fabio Pasqualetti, Antonio Franchi, Francesco Bull...
CORR
2011
Springer
162views Education» more  CORR 2011»
14 years 11 months ago
Isomorphism of regular trees and words
The complexity of the isomorphism problem for regular trees, regular linear orders, and regular words is analyzed. A tree is regular if it is isomorphic to the prefix order on a r...
Markus Lohrey, Christian Mathissen