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JMLR
2012
11 years 10 months ago
Deep Boltzmann Machines as Feed-Forward Hierarchies
The deep Boltzmann machine is a powerful model that extracts the hierarchical structure of observed data. While inference is typically slow due to its undirected nature, we argue ...
Grégoire Montavon, Mikio L. Braun, Klaus-Ro...
POPL
2012
ACM
12 years 3 months ago
Analysis of recursively parallel programs
We propose a general formal model of isolated hierarchical parallel computations, and identify several fragments to match the concurrency constructs present in real-world programm...
Ahmed Bouajjani, Michael Emmi
AAAI
1996
13 years 8 months ago
Evolution-Based Discovery of Hierarchical Behaviors
Procedural representations of control policies have two advantages when facing the scale-up problem in learning tasks. First they are implicit, with potential for inductive genera...
Justinian P. Rosca, Dana H. Ballard
CL
2000
Springer
13 years 7 months ago
Associative definition of programming languages
Associative Language Descriptions are a recent grammar model, theoretically less powerful than Context Free grammars, but adequate for describing the syntax of programming languag...
Stefano Crespi-Reghizzi, Matteo Pradella, Pierluig...
ASWEC
2004
IEEE
13 years 11 months ago
Obstacles to a Totally Functional Programming Style
"Totally Functional Programming" (TFP) advocates the complete replacement of symbolic representations for data by functions. TFP is motivated by observations from practi...
Paul A. Bailes, Colin J. M. Kemp