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...
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...
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...
Goldās 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...
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...