2252 search results - page 179 / 451 » A distributed machine learning framework |
131
click to vote
KDD
2001
ACM
16 years 3 months ago
2001
ACM
In this paper, we propose a general framework for distributed boosting intended for efficient integrating specialized classifiers learned over very large and distributed homogeneo...
156
click to vote
PAMI
2012
13 years 5 months ago
2012
—Cross-domain learning methods have shown promising results by leveraging labeled patterns from the auxiliary domain to learn a robust classifier for the target domain which has ...
119
click to vote
PTS
2007
15 years 4 months ago
2007
Abstract. We propose an extension of the Finite State Machine framework in distributed systems, using input/output partial order automata (IOPOA). In this model, transitions can be...
114
click to vote
ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
The majority of theoretical work in machine learning is done under the assumption of exchangeability: essentially, it is assumed that the examples are generated from the same prob...
110
click to vote
NIPS
2000
15 years 4 months ago
2000
Recent work has exploited boundedness of data in the unsupervised learning of new types of generative model. For nonnegative data it was recently shown that the maximum-entropy ge...