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JMLR
2012
11 years 11 months ago
On Nonparametric Guidance for Learning Autoencoder Representations
Unsupervised discovery of latent representations, in addition to being useful for density modeling, visualisation and exploratory data analysis, is also increasingly important for...
Jasper Snoek, Ryan Prescott Adams, Hugo Larochelle
JMLR
2012
11 years 11 months ago
Learning Low-order Models for Enforcing High-order Statistics
Models such as pairwise conditional random fields (CRFs) are extremely popular in computer vision and various other machine learning disciplines. However, they have limited expre...
Patrick Pletscher, Pushmeet Kohli
PLDI
1996
ACM
14 years 1 months ago
Realistic Compilation by Partial Evaluation
Two key steps in the compilation of strict functional languages are the conversion of higher-order functions to data structures (closures) and the transformation to tail-recursive...
Michael Sperber, Peter Thiemann
EDBT
2009
ACM
98views Database» more  EDBT 2009»
14 years 4 months ago
A runtime approach to model-independent schema and data translation
A runtime approach to model-generic translation of schema and data is proposed. It is based on our previous work on MIDST, a platform conceived to perform translations in an off-...
Paolo Atzeni, Luigi Bellomarini, Francesca Bugiott...
FASE
1999
Springer
14 years 1 months ago
JTN: A Java-Targeted Graphic Formal Notation for Reactive and Concurrent Systems
JTN is a formal graphic notation for Java-targeted design speci cations, that are speci cations of systems that will be implemented using Java. JTN is aimed to be a part of a more ...
Eva Coscia, Gianna Reggio