9494 search results - page 141 / 1899 » Gaussian Process Networks |
102
Voted
ICRA
2009
IEEE
15 years 7 months ago
2009
IEEE
— Human hands are capable of many dexterous grasping and manipulation tasks. To understand human levels of dexterity and to achieve it with robotic hands, we constructed an anato...
103
Voted
IROS
2008
IEEE
15 years 7 months ago
2008
IEEE
— Legged robots require accurate models of their environment in order to plan and execute paths. We present a probabilistic technique based on Gaussian processes that allows terr...
140
Voted
NIPS
2008
15 years 2 months ago
2008
Stochastic relational models (SRMs) [15] provide a rich family of choices for learning and predicting dyadic data between two sets of entities. The models generalize matrix factor...
92
Voted
NIPS
2007
15 years 2 months ago
2007
In many applications, one has to actively select among a set of expensive observations before making an informed decision. Often, we want to select observations which perform well...
103
Voted
ICDM
2010
IEEE
14 years 10 months ago
2010
IEEE
In this paper, we study probabilistic modeling of heterogeneously attributed multi-dimensional arrays. The model can manage the heterogeneity by employing an individual exponential...