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141
Voted
IPMI
2007
Springer
16 years 4 months ago
2007
Springer
A fully learning-based framework has been presented for deformable registration of MR brain images. In this framework, the entire brain is first adaptively partitioned into a numbe...
114
Voted
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
Kernel functions have become an extremely popular tool in machine learning, with an attractive theory as well. This theory views a kernel as implicitly mapping data points into a ...
133
Voted
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
The Viterbi algorithm is an efficient and optimal method for decoding linear-chain Markov Models. However, the entire input sequence must be observed before the labels for any tim...
152
Voted
ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
The problem of computing low rank approximations of matrices is considered. The novel aspect of our approach is that the low rank approximations are on a collection of matrices. W...
130
Voted
ICSE
2008
IEEE-ACM
16 years 4 months ago
2008
IEEE-ACM
Intuition is often not a good guide to know which testing strategies will work best. There is no substitute for experimental analysis based on objective criteria: how many bugs a ...