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AINA
2010
IEEE
15 years 11 months ago
A Fully Dynamic and Self-Stabilizing TDMA Scheme for Wireless Ad-hoc Networks
One important challenge in wireless ad hoc networks is to achieve collision free communication. Many MAC layer protocols have been proposed by considering various communication mod...
Bezawada Bruhadeshwar, Kishore Kothapalli, Indira ...
GECCO
2004
Springer
116views Optimization» more  GECCO 2004»
16 years 18 days ago
Reducing Fitness Evaluations Using Clustering Techniques and Neural Network Ensembles
Abstract. In many real-world applications of evolutionary computation, it is essential to reduce the number of fitness evaluations. To this end, computationally efficient models c...
Yaochu Jin, Bernhard Sendhoff
CORR
2010
Springer
163views Education» more  CORR 2010»
15 years 5 months ago
Faster Rates for training Max-Margin Markov Networks
Structured output prediction is an important machine learning problem both in theory and practice, and the max-margin Markov network (M3 N) is an effective approach. All state-of-...
Xinhua Zhang, Ankan Saha, S. V. N. Vishwanathan
ICML
2007
IEEE
16 years 8 months ago
An empirical evaluation of deep architectures on problems with many factors of variation
Recently, several learning algorithms relying on models with deep architectures have been proposed. Though they have demonstrated impressive performance, to date, they have only b...
Hugo Larochelle, Dumitru Erhan, Aaron C. Courville...
PADS
1999
ACM
15 years 11 months ago
Scheduling Critical Channels in Conservative Parallel Discrete Event Simulation
This paper introduces the Critical Channel Traversing (CCTJ algorithm, a new scheduling algorithm for both sequential and parallel discrete event simulation. CCT is a general cons...
Xiao Zhonge, Brian Unger, Rob Simmonds, John G. Cl...