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» Inspections - Some Surprising Findings
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JMLR
2010
151views more  JMLR 2010»
13 years 3 months ago
Understanding the difficulty of training deep feedforward neural networks
Whereas before 2006 it appears that deep multilayer neural networks were not successfully trained, since then several algorithms have been shown to successfully train them, with e...
Xavier Glorot, Yoshua Bengio
HASKELL
2006
ACM
14 years 2 months ago
Statically typed linear algebra in Haskell
Many numerical algorithms are specified in terms of operations on vectors and matrices. Matrix operations can be executed extremely efficiently using specialized linear algebra k...
Frederik Eaton
SIGPLAN
1998
13 years 8 months ago
The DrScheme Project: An Overview
DrScheme provides a graphical user interface for editing and interactively evaluating Scheme programs on all major graphical platforms (Windows 95/nt, MacOs, Unix/X). The environm...
Matthias Felleisen, Robert Bruce Findler, Matthew ...
SIGKDD
2010
128views more  SIGKDD 2010»
13 years 3 months ago
On cross-validation and stacking: building seemingly predictive models on random data
A number of times when using cross-validation (CV) while trying to do classification/probability estimation we have observed surprisingly low AUC's on real data with very few...
Claudia Perlich, Grzegorz Swirszcz
RE
2010
Springer
13 years 3 months ago
Effort and Quality of Recovering Requirements-to-Code Traces: Two Exploratory Experiments
Trace links between requirements and code are essential for many software development and maintenance activities. Despite significant advances in traceability research, creating li...
Alexander Egyed, Florian Graf, Paul Grünbache...