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ML
2012
ACM
308views Machine Learning» more  ML 2012»
12 years 1 months ago
Visualizing non-metric similarities in multiple maps
Laurens van der Maaten, Geoffrey E. Hinton
ML
2012
ACM
332views Machine Learning» more  ML 2012»
12 years 1 months ago
ILP turns 20 - Biography and future challenges
Stephen Muggleton, Luc De Raedt, David Poole, Ivan...
ICDE
2012
IEEE
267views Database» more  ICDE 2012»
11 years 8 months ago
Scalable and Numerically Stable Descriptive Statistics in SystemML
—With the exponential growth in the amount of data that is being generated in recent years, there is a pressing need for applying machine learning algorithms to large data sets. ...
Yuanyuan Tian, Shirish Tatikonda, Berthold Reinwal...
ICFP
2012
ACM
11 years 8 months ago
Proof-producing synthesis of ML from higher-order logic
The higher-order logic found in proof assistants such as Coq and various HOL systems provides a convenient setting for the development and verification of pure functional program...
Magnus O. Myreen, Scott Owens
ML
2012
ACM
385views Machine Learning» more  ML 2012»
12 years 1 months ago
An alternative view of variational Bayes and asymptotic approximations of free energy
Bayesian learning, widely used in many applied data-modeling problems, is often accomplished with approximation schemes because it requires intractable computation of the posterio...
Kazuho Watanabe