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117
Voted
ALT
2006
Springer
16 years 18 days ago
Unsupervised Slow Subspace-Learning from Stationary Processes
Abstract. We propose a method of unsupervised learning from stationary, vector-valued processes. A low-dimensional subspace is selected on the basis of a criterion which rewards da...
Andreas Maurer
JMLR
2008
95views more  JMLR 2008»
15 years 3 months ago
Learning Similarity with Operator-valued Large-margin Classifiers
A method is introduced to learn and represent similarity with linear operators in kernel induced Hilbert spaces. Transferring error bounds for vector valued large-margin classifie...
Andreas Maurer
143
Voted
CORR
2011
Springer
150views Education» more  CORR 2011»
14 years 10 months ago
Multi-layer Bit-wise Unequal Error Protection for Variable Length Blockcodes with Feedback
The multi-layer bit-wise unequal error protection problem is considered for variable length block codes with feedback. Inner and outer bounds are derived for achievable performanc...
Siva K. Gorantla, Baris Nakiboglu, Todd P. Coleman...
118
Voted
LICS
1995
IEEE
15 years 7 months ago
Tree Canonization and Transitive Closure
We prove that tree isomorphism is not expressible in the language (FO + TC + COUNT). This is surprising since in the presence of ordering the language captures NL, whereas tree is...
Kousha Etessami, Neil Immerman
143
Voted
ALT
2010
Springer
15 years 5 months ago
Inferring Social Networks from Outbreaks
We consider the problem of inferring the most likely social network given connectivity constraints imposed by observations of outbreaks within the network. Given a set of vertices ...
Dana Angluin, James Aspnes, Lev Reyzin