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JMLR
2012
13 years 8 months ago
Deterministic Annealing for Semi-Supervised Structured Output Learning
In this paper we propose a new approach for semi-supervised structured output learning. Our approach uses relaxed labeling on unlabeled data to deal with the combinatorial nature ...
Paramveer S. Dhillon, S. Sathiya Keerthi, Kedar Be...
ICML
2003
IEEE
16 years 7 months ago
Bayes Meets Bellman: The Gaussian Process Approach to Temporal Difference Learning
We present a novel Bayesian approach to the problem of value function estimation in continuous state spaces. We define a probabilistic generative model for the value function by i...
Yaakov Engel, Shie Mannor, Ron Meir
ICSE
2008
IEEE-ACM
16 years 6 months ago
Architecting as decision making with patterns and primitives
The application of patterns is used as a foundation for many central design decisions in software architecture, but because of the informal nature of patterns, these design decisi...
Uwe Zdun, Paris Avgeriou, Carsten Hentrich, Schahr...
MODELS
2009
Springer
16 years 25 days ago
Towards Semantic Modeling of Network Physical Devices
One of the challenges faced by network management systems is the increasing need for consistent management of physical network equipment. We propose a solution where equipment is m...
Krzysztof Miksa, Marek Kasztelnik, Pawel Sabina, T...
MODELS
2009
Springer
16 years 25 days ago
Model Based Architecting and Construction of Embedded Systems (ACES-MB 2009)
The second ACES-MB workshop brought together researchers and practitioners interested in model-based software engineering for realtime embedded systems, with a particular focus on ...
Stefan Van Baelen, Thomas Weigert, Ileana Ober, Hu...