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141
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NIPS
2003
15 years 1 months ago
Gaussian Process Latent Variable Models for Visualisation of High Dimensional Data
In this paper we introduce a new underlying probabilistic model for principal component analysis (PCA). Our formulation interprets PCA as a particular Gaussian process prior on a ...
Neil D. Lawrence
115
Voted
EJC
2011
14 years 7 months ago
Enumeration of connected Catalan objects by type
Noncrossing set partitions, nonnesting set partitions, Dyck paths, and rooted plane trees are four classes of Catalan objects which carry a notion of type. There exists a product f...
Brendon Rhoades
ICML
2004
IEEE
16 years 1 months ago
Adaptive cognitive orthotics: combining reinforcement learning and constraint-based temporal reasoning
Reminder systems support people with impaired prospective memory and/or executive function, by providing them with reminders of their functional daily activities. We integrate tem...
Matthew R. Rudary, Satinder P. Singh, Martha E. Po...
90
Voted
DAGSTUHL
2008
15 years 2 months ago
Mathematica Connectivity to Interval Libraries filib++ and C-XSC
Abstract. Building interval software interoperability can be a good solution when re-using high-quality legacy code or when accessing functionalities unavailable natively in one of...
Evgenija D. Popova
120
Voted
CVPR
2011
IEEE
14 years 8 months ago
Visual and Semantic Similarity in ImageNet
Many computer vision approaches take for granted positive answers to questions such as “Are semantic categories visually separable?” and “Is visual similarity correlated to ...
Thomas Deselaers, Vittorio Ferrari