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CVPR
2010
IEEE
15 years 10 months ago
Bayes Optimal Kernel Discriminant Analysis
Kernel methods provide an efficient mechanism to derive nonlinear algorithms. In classification problems as well as in feature extraction, kernel-based approaches map the original...
Di You, Aleix Martinez
JSAC
2006
93views more  JSAC 2006»
15 years 5 months ago
Towards a Generalized Stochastic Model of End-to-End Packet-Pair Sampling
End-to-end packet-pair probing has been used as one of the primary mechanisms to measure bottleneck capacity, crosstraffic intensity, and available bandwidth of end-to-end Internet...
Xiliang Liu, Kaliappa Nadar Ravindran, Dmitri Logu...
RAS
2010
131views more  RAS 2010»
15 years 4 months ago
Probabilistic Policy Reuse for inter-task transfer learning
Policy Reuse is a reinforcement learning technique that efficiently learns a new policy by using past similar learned policies. The Policy Reuse learner improves its exploration b...
Fernando Fernández, Javier García, M...
LCTRTS
2000
Springer
15 years 9 months ago
An Integrated Push/Pull Buffer Management Method in Multimedia Communication Environments
Multimedia communication systems require not only high-performance computer hardware and highspeed networks, but also a buffer management mechanism to process voluminous data effi...
Sungyoung Lee, Hyonwoo Seung, Taewoong Jeon
SAC
2006
ACM
15 years 12 months ago
Grouping and aggregation in the concept-oriented data model
In the paper we describe the problem of grouping and aggregation in the concept-oriented data model. The model is based on ordering its elements within a hierarchical multidimensi...
Alexandr A. Savinov