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» A Data Model for Effectively Computable Functions
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CIE
2009
Springer
15 years 4 months ago
First-Order Universality for Real Programs
J. Raymundo Marcial–Romero and M. H. Escard´o described onal programming language with an abstract data type Real for the real numbers and a non-deterministic operator rtest: Re...
Thomas Anberrée
106
Voted
BMCBI
2007
167views more  BMCBI 2007»
14 years 10 months ago
A stochastic differential equation model for transcriptional regulatory networks
Background: This work explores the quantitative characteristics of the local transcriptional regulatory network based on the availability of time dependent gene expression data se...
Adriana Climescu-Haulica, Michelle D. Quirk
JMLR
2012
13 years 19 days ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
88
Voted
JMLR
2010
134views more  JMLR 2010»
14 years 5 months ago
Estimation of a Structural Vector Autoregression Model Using Non-Gaussianity
Analysis of causal effects between continuous-valued variables typically uses either autoregressive models or structural equation models with instantaneous effects. Estimation of ...
Aapo Hyvärinen, Kun Zhang, Shohei Shimizu, Pa...
75
Voted
APLAS
2004
ACM
15 years 3 months ago
PType System: A Featherweight Parallelizability Detector
Parallel programming is becoming an important cornerstone of general computing. In addition, type systems have significant impact on program analysis. In this paper, we demonstrat...
Dana N. Xu, Siau-Cheng Khoo, Zhenjiang Hu