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NIPS
2004
14 years 11 months ago
Semi-supervised Learning via Gaussian Processes
We present a probabilistic approach to learning a Gaussian Process classifier in the presence of unlabeled data. Our approach involves a "null category noise model" (NCN...
Neil D. Lawrence, Michael I. Jordan
72
Voted
IADIS
2003
14 years 11 months ago
DOWL: A Dynamic Ontology Language
Ontologies in a web setting, particularly those used in a group context (such as a virtual community), need to be flexible and open to changes that reflect the evolution of knowle...
John Avery, John Yearwood
ACL
1998
14 years 11 months ago
A Cognitive Model of Coherence-Driven Story Comprehension
Current models of story comprehension have three major deficiencies: (1) lack of experimental support for the inference processes they involve (e.g. reliance on prediction); (2) i...
Elliot Smith
ACL
1998
14 years 11 months ago
Transforming Lattices into Non-deterministic Automata with Optional Null Arcs
The problem of transforming a lattice into a non-deterministic finite state automaton is non-trivial. We present a transformation algorithm which tracks, for each node of an autom...
Mark Seligman, Christian Boitet, Boubaker Meddeb-H...
TFCV
2000
14 years 11 months ago
Multi-valued Images and Their Separation
Abstract. Consider scenes deteriorated by reflections off a semireflecting medium (e.g., a glass window) that lies between the observer and an object. We present two approaches to ...
Yoav Y. Schechner, Nahum Kiryati, Joseph Shamir