1055 search results - page 28 / 211 » Convex Factorization Machines |
JMLR
2011
14 years 5 months ago
2011
A multitask learning framework is developed for discriminative classification and regression where multiple large-margin linear classifiers are estimated for different predictio...
92
Voted
SODA
2012
ACM
13 years 16 days ago
2012
ACM
We propose a general dual-fitting technique for analyzing online scheduling algorithms in the unrelated machines setting where the objective function involves weighted flow-time...
ICML
2010
IEEE
14 years 11 months ago
2010
IEEE
Discrete mixed membership modeling and continuous latent factor modeling (also known as matrix factorization) are two popular, complementary approaches to dyadic data analysis. In...
156
click to vote
INFOCOM
2012
IEEE
13 years 17 days ago
2012
IEEE
—Accurate localization in wireless sensor networks is the foundation for many applications, such as geographic routing and position-aware data processing. An important research d...
ICML
2009
IEEE
15 years 11 months ago
2009
IEEE
We propose a nonparametric extension to the factor analysis problem using a beta process prior. This beta process factor analysis (BPFA) model allows for a dataset to be decompose...