2252 search results - page 160 / 451 » A distributed machine learning framework |
152
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CONCUR
2003
Springer
15 years 8 months ago
2003
Springer
We describe a probabilistic polynomial-time process calculus for analyzing cryptographic protocols and use it to derive compositionality properties of protocols in the presence of ...
124
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ICML
2008
IEEE
16 years 4 months ago
2008
IEEE
We present an algorithm for on-line, incremental discovery of temporal-difference (TD) networks. The key contribution is the establishment of three criteria to expand a node in TD...
113
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COLT
2006
Springer
15 years 7 months ago
2006
Springer
We study functions with multiple output values, and use active sampling to identify an example for each of the possible output values. Our results for this setting include: (1) Eff...
124
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
We present and derive a new stick-breaking construction of the beta process. The construction is closely related to a special case of the stick-breaking construction of the Dirich...
114
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ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
We develop a penalized kernel smoothing method for the problem of selecting nonzero elements of the conditional precision matrix, known as conditional covariance selection. This p...