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JMLR
2010
119views more  JMLR 2010»
15 years 1 months ago
Semi-Supervised Learning via Generalized Maximum Entropy
Various supervised inference methods can be analyzed as convex duals of the generalized maximum entropy (MaxEnt) framework. Generalized MaxEnt aims to find a distribution that max...
Ayse Erkan, Yasemin Altun
JUCS
2010
152views more  JUCS 2010»
15 years 1 months ago
Verification of Structural Pattern Conformance Using Logic Programming
: This paper formalizes UML class diagrams and structural patterns as mathematical objects and provides a precise notion of conformance of a structural model specified as a class d...
Lunjin Lu, Dae-Kyoo Kim, Yuanlin Zhu, Sangsig Kim
SYNTHESE
2010
133views more  SYNTHESE 2010»
15 years 1 months ago
Dynamic logics of knowledge and access
A recurring issue in any formal model representing agents' (changing) informational attitudes is how to account for the fact that the agents are limited in their access to the...
Tomohiro Hoshi, Eric Pacuit
MSS
2011
IEEE
177views Hardware» more  MSS 2011»
14 years 10 months ago
Discrimination in festival games with limited observability and accessibility
This paper provides an analysis of discrimination and prejudices from the perspective of inductive game theory. We extend the festival game, originally given by Kaneko-Matsui, to ...
Mamoru Kaneko, Aniruddha Mitra
EMMCVPR
2011
Springer
14 years 6 months ago
Multiple-Instance Learning with Structured Bag Models
Traditional approaches to Multiple-Instance Learning (MIL) operate under the assumption that the instances of a bag are generated independently, and therefore typically learn an in...
Jonathan Warrell, Philip H. S. Torr