2683 search results - page 164 / 537 » Machine learning problems from optimization perspective |
123
Voted
AAAI
2007
15 years 5 months ago
2007
The mean running time of a Las Vegas algorithm can often be dramatically reduced by periodically restarting it with a fresh random seed. The optimal restart schedule depends on th...
111
Voted
MLMI
2004
Springer
15 years 8 months ago
2004
Springer
As the amount of multimodal meetings data being recorded increases, so does the need for sophisticated mechanisms for accessing this data. This process is complicated by the diffe...
111
Voted
PVLDB
2010
15 years 1 months ago
2010
Despite the huge amount of recent research efforts on entity resolution (matching) there has not yet been a comparative evaluation on the relative effectiveness and efficiency of ...
124
Voted
ECML
2003
Springer
15 years 8 months ago
2003
Springer
In multi-instance learning, the training set comprises labeled bags that are composed of unlabeled instances, and the task is to predict the labels of unseen bags. Through analyzin...
121
Voted
ICML
2009
IEEE
15 years 14 days ago
2009
IEEE
We address the problem of learning classifiers using several kernel functions. On the contrary to many contributions in the field of learning from different sources of information...