2252 search results - page 285 / 451 » A distributed machine learning framework |
126
Voted
COLT
2008
Springer
15 years 4 months ago
2008
Springer
A Hilbert space embedding for probability measures has recently been proposed, with applications including dimensionality reduction, homogeneity testing and independence testing. ...
101
Voted
ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
The problem of clustering is considered, for the case when each data point is a sample generated by a stationary ergodic process. We propose a very natural asymptotic notion of co...
116
Voted
ICMLA
2009
15 years 16 days ago
2009
We describe a generative model for graph edges under specific degree distributions which admits an exact and efficient inference method for recovering the most likely structure. T...
127
Voted
IROS
2008
IEEE
15 years 9 months ago
2008
IEEE
— High performance and compliant robot control requires accurate dynamics models which cannot be obtained analytically for sufficiently complex robot systems. In such cases, mac...
126
Voted
ILP
2007
Springer
15 years 9 months ago
2007
Springer
Bias/variance analysis is a useful tool for investigating the performance of machine learning algorithms. Conventional analysis decomposes loss into errors due to aspects of the le...