2683 search results - page 367 / 537 » Machine learning problems from optimization perspective |
103
Voted
COCO
2006
Springer
15 years 6 months ago
2006
Springer
We consider the problem of finding a monomial (or a term) that maximizes the agreement rate with a given set of examples over the Boolean hypercube. The problem is motivated by le...
156
Voted
GECCO
2008
Springer
15 years 3 months ago
2008
Springer
In this paper, a multiobjective (MO) learning approach to image feature extraction is described, where Pareto-optimal interest point (IP) detectors are synthesized using genetic p...
138
Voted
DMIN
2010
15 years 23 days ago
2010
Recently Vapnik et al. [11, 12, 13] introduced a new learning model, called Learning Using Privileged Information (LUPI). In this model, along with standard training data, the tea...
122
Voted
ICC
2008
IEEE
15 years 9 months ago
2008
IEEE
Abstract—The downlink transmission in multi-user multipleinput multiple-output (MIMO) systems has been extensively studied from both communication-theoretic and information-theor...
104
Voted
TWC
2008
15 years 2 months ago
2008
Multiuser downlink beamforming under quality of service (QoS) constraints has attracted considerable interest in recent years, because it is particularly appealing from a network o...