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» Competitive Analysis of Distributed Algorithms
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119
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NIPS
2001
15 years 2 months ago
On the Generalization Ability of On-Line Learning Algorithms
In this paper, it is shown how to extract a hypothesis with small risk from the ensemble of hypotheses generated by an arbitrary on-line learning algorithm run on an independent an...
Nicolò Cesa-Bianchi, Alex Conconi, Claudio ...
88
Voted
CORR
2004
Springer
153views Education» more  CORR 2004»
15 years 17 days ago
Cauchy Annealing Schedule: An Annealing Schedule for Boltzmann Selection Scheme in Evolutionary Algorithms
Abstract-Boltzmann selectionis an important selection mechanism in evolutionary algorithms as it has theoretical properties which help in theoretical analysis. However, Boltzmann s...
Ambedkar Dukkipati, M. Narasimha Murty, Shalabh Bh...
CISIS
2008
IEEE
15 years 7 months ago
Adaptive Computational Chemotaxis in Bacterial Foraging Algorithm
Some researchers have illustrated how individual and groups of bacteria forage for nutrients and to model it as a distributed optimization process, which is called the Bacterial F...
Sambarta Dasgupta, Arijit Biswas, Ajith Abraham, S...
117
Voted
ICCNMC
2005
Springer
15 years 6 months ago
Curve-Based Greedy Routing Algorithm for Sensor Networks
Routing packets along a specified curve is a new approach to forwarding packets in large-scale dense sensor networks. Forwarding packets along trajectories can be very effective in...
Jin Zhang, Yaping Lin, Mu Lin, Ping Li, Si-wang Zh...
107
Voted
AAAI
2006
15 years 2 months ago
An Efficient Algorithm for Local Distance Metric Learning
Learning application-specific distance metrics from labeled data is critical for both statistical classification and information retrieval. Most of the earlier work in this area h...
Liu Yang, Rong Jin, Rahul Sukthankar, Yi Liu