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JMLR
2002
90views more  JMLR 2002»
13 years 10 months ago
Machine Learning with Data Dependent Hypothesis Classes
We extend the VC theory of statistical learning to data dependent spaces of classifiers. This theory can be viewed as a decomposition of classifier design into two components; the...
Adam Cannon, J. Mark Ettinger, Don R. Hush, Clint ...
DAM
1999
128views more  DAM 1999»
13 years 10 months ago
Graph Classes Between Parity and Distance-hereditary Graphs
Several graph problems (e.g., steiner tree, connected domination, hamiltonian path, and isomorphism problem), which can be solved in polynomial time for distance-hereditary graphs...
Serafino Cicerone, Gabriele Di Stefano
PAMI
1998
107views more  PAMI 1998»
13 years 9 months ago
Graph Matching With a Dual-Step EM Algorithm
—This paper describes a new approach to matching geometric structure in 2D point-sets. The novel feature is to unify the tasks of estimating transformation geometry and identifyi...
Andrew D. J. Cross, Edwin R. Hancock
PAMI
2002
85views more  PAMI 2002»
13 years 9 months ago
Spatio-Temporal Alignment of Sequences
This paper studies the problem of sequence-to-sequence alignment, namely, establishing correspondences in time and in space between two different video sequences of the same dynami...
Yaron Caspi, Michal Irani
TSMC
1998
108views more  TSMC 1998»
13 years 9 months ago
The measurement of a design structural and functional complexity
— The complexity of a design process or a design artifact substantially influences their performance. When evaluation of terms such as “design complexity” and its “quality...
Dan Braha, Oded Maimon