2869 search results - page 463 / 574 » The Inference Problem: A Survey |
129
click to vote
ICML
2009
IEEE
16 years 6 months ago
2009
IEEE
Conventional clustering methods typically assume that each data item belongs to a single cluster. This assumption does not hold in general. In order to overcome this limitation, w...
151
click to vote
ICML
2009
IEEE
16 years 6 months ago
2009
IEEE
We propose a method that detects the true direction of time series, by fitting an autoregressive moving average model to the data. Whenever the noise is independent of the previou...
188
click to vote
ICML
2007
IEEE
16 years 6 months ago
2007
IEEE
We consider the problem of multi-task reinforcement learning, where the agent needs to solve a sequence of Markov Decision Processes (MDPs) chosen randomly from a fixed but unknow...
172
click to vote
ICML
2004
IEEE
16 years 6 months ago
2004
IEEE
Markov networks are extensively used to model complex sequential, spatial, and relational interactions in fields as diverse as image processing, natural language analysis, and bio...
163
click to vote
ISBI
2004
IEEE
16 years 6 months ago
2004
IEEE
Independent Component Analysis is becoming a popular exploratory method for analysing complex data such as that from FMRI experiments. The application of such `model-free' me...