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COLT
2001
Springer
13 years 12 months ago
Robust Learning - Rich and Poor
A class C of recursive functions is called robustly learnable in the sense I (where I is any success criterion of learning) if not only C itself but even all transformed classes Ī...
John Case, Sanjay Jain, Frank Stephan, Rolf Wiehag...
CVPR
2010
IEEE
14 years 2 months ago
Multi-View Object Class Detection With a 3D Geometric Model
This paper presents a new approach for multi-view object class detection. Appearance and geometry are treated as separate learning tasks with different training data. Our approach...
Joerg Liebelt, Cordelia Schmid
COCO
2004
Springer
79views Algorithms» more  COCO 2004»
14 years 24 days ago
Relativized NP Search Problems and Propositional Proof Systems
An NP search problem is the problems of ļ¬nding a witness to the given NP predicate, and TFNP is the class of total NP search problems. TFNP contains a number of subclasses conta...
Josh Buresh-Oppenheim, Tsuyoshi Morioka
ALT
2008
Springer
14 years 4 months ago
Optimal Language Learning
Goldā€™s original paper on inductive inference introduced a notion of an optimal learner. Intuitively, a learner identiļ¬es a class of objects optimally iļ¬€ there is no other lea...
John Case, Samuel E. Moelius
COLING
2008
13 years 8 months ago
A Supervised Algorithm for Verb Disambiguation into VerbNet Classes
VerbNet (VN) is a major large-scale English verb lexicon. Mapping verb instances to their VN classes has been proven useful for several NLP tasks. However, verbs are polysemous wi...
Omri Abend, Roi Reichart, Ari Rappoport