1864 search results - page 139 / 373 » Modeling Classification and Inference Learning |
115
Voted
NIPS
2008
15 years 2 months ago
2008
We study the problem of domain transfer for a supervised classification task in mRNA splicing. We consider a number of recent domain transfer methods from machine learning, includ...
99
Voted
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
We propose a max-margin formulation for the multi-label classification problem where the goal is to tag a data point with a set of pre-specified labels. Given a set of L labels, a...
243
Voted
NIPS
2008
15 years 2 months ago
2008
It is now well established that sparse signal models are well suited for restoration tasks and can be effectively learned from audio, image, and video data. Recent research has be...
99
Voted
CONTEXT
1999
Springer
15 years 5 months ago
1999
Springer
When modelling complex systems one can not include all the causal factors, but one has to settle for partial models. This is alright if the factors left out are either so constant...
127
Voted
ICDM
2010
IEEE
14 years 10 months ago
2010
IEEE
Abstract--This paper presents a framework for privacypreserving Gaussian Mixture Model computations. Specifically, we consider a scenario where a central service wants to learn the...