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» Dynamics in ML
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AAAI
2008
14 years 3 days ago
Exposing Parameters of a Trained Dynamic Model for Interactive Music Creation
As machine learning (ML) systems emerge in end-user applications, learning algorithms and classifiers will need to be robust to an increasingly unpredictable operating environment...
Dan Morris, Ian Simon, Sumit Basu
ICFP
2006
ACM
14 years 9 months ago
The missing link: dynamic components for ML
Despite its powerful module system, ML has not yet evolved for the modern world of dynamic and open modular programming, to which more primitive languages have adapted better so f...
Andreas Rossberg
AFP
2008
Springer
245views Formal Methods» more  AFP 2008»
14 years 4 months ago
Self-adjusting Computation with Delta ML
Abstract. In self-adjusting computation, programs respond automatically and efficiently to modifications to their data by tracking the dynamic data dependences of the computation ...
Umut A. Acar, Ruy Ley-Wild
APLAS
2003
ACM
14 years 3 months ago
Scrap Your Boilerplate
This paper introduces a Standard ML realization of the scrap-yourboilerplate generic-programming mechanism (first introduced by Simon Peyton Jones and Ralf Lämmel), which gives ...
Simon L. Peyton Jones, Ralf Lämmel
ML
2002
ACM
246views Machine Learning» more  ML 2002»
13 years 9 months ago
Bayesian Clustering by Dynamics
This paper introduces a Bayesian method for clustering dynamic processes. The method models dynamics as Markov chains and then applies an agglomerative clustering procedure to disc...
Marco Ramoni, Paola Sebastiani, Paul R. Cohen