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ML
2012
ACM
308views Machine Learning» more  ML 2012»
12 years 28 days 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 28 days 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 7 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 7 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 28 days 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