1172 search results - page 143 / 235 » From Data Distributions to Regularization in Invariant Learn... |
129
Voted
ICML
1998
IEEE
16 years 4 months ago
1998
IEEE
Stochastic topological models, and hidden Markov models in particular, are a useful tool for robotic navigation and planning. In previous work we have shown how weak odometric dat...
150
Voted
ATAL
2010
Springer
15 years 3 months ago
2010
Springer
We introduce the novel problem of inter-robot transfer learning for perceptual classification of objects, where multiple heterogeneous robots communicate and transfer learned obje...
214
Voted
ICCV
2007
IEEE
16 years 5 months ago
2007
IEEE
We explore the problem of classifying images by the object categories they contain in the case of a large number of object categories. To this end we combine three ingredients: (i...
162
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KDD
2009
ACM
16 years 4 months ago
2009
ACM
Mining discrete patterns in binary data is important for subsampling, compression, and clustering. We consider rankone binary matrix approximations that identify the dominant patt...
134
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BMCBI
2007
15 years 3 months ago
2007
Background: Ionic current blockade signal processing, for use in nanopore detection, offers a promising new way to analyze single molecule properties, with potential implications ...