1055 search results - page 110 / 211 » Convex Factorization Machines |
98
Voted
ML
2002
ACM
15 years 10 days ago
2002
ACM
The execution order of a block of computer instructions on a pipelined machine can make a difference in running time by a factor of two or more. Compilers use heuristic schedulers...
112
Voted
WSDM
2012
ACM
13 years 8 months ago
2012
ACM
Many factorization models like matrix or tensor factorization have been proposed for the important application of recommender systems. The success of such factorization models dep...
91
Voted
ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
This paper aims to conduct a study on the listwise approach to learning to rank. The listwise approach learns a ranking function by taking individual lists as instances and minimi...
121
Voted
ICML
2002
IEEE
16 years 1 months ago
2002
IEEE
Kernel-based learning algorithms work by embedding the data into a Euclidean space, and then searching for linear relations among the embedded data points. The embedding is perfor...
109
Voted
JMLR
2002
15 years 10 days ago
2002
When constructing a classifier, the probability of correct classification of future data points should be maximized. We consider a binary classification problem where the mean and...