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MICCAI
2005
Springer
15 years 10 months ago
2005
Springer
Abstract. We develop a differential geometric framework for regularizing diffusion MRI data. The key idea is to model white matter fibers as 3D space curves and to then extend Pare...
ICML
2005
IEEE
15 years 10 months ago
2005
IEEE
The current framework of reinforcement learning is based on maximizing the expected returns based on scalar rewards. But in many real world situations, tradeoffs must be made amon...
ICML
2005
IEEE
15 years 10 months ago
2005
IEEE
We present an efficient "sparse sampling" technique for approximating Bayes optimal decision making in reinforcement learning, addressing the well known exploration vers...
WWW
2005
ACM
15 years 10 months ago
2005
ACM
Today, the choice for a particular programming language limits the alternative products that can be used to deploy the program. The purpose of this work is to break the strong tie...
WWW
2005
ACM
15 years 10 months ago
2005
ACM
Recent developments in the area of neural networks provided new models which are capable of processing general types of graph structures. Neural networks are well-known for their ...