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JMLR
2012
13 years 9 months ago
Deep Learning Made Easier by Linear Transformations in Perceptrons
We transform the outputs of each hidden neuron in a multi-layer perceptron network to have zero output and zero slope on average, and use separate shortcut connections to model th...
Tapani Raiko, Harri Valpola, Yann LeCun
ECIR
2009
Springer
16 years 4 months ago
Organizing Suggestions in Autocompletion Interfaces
We describe two user studies that investigate organization strategies of autocompletion in a known-item search task: searching for terms taken from a thesaurus. In Study 1, we expl...
Alia Amin, Michiel Hildebrand, Jacco van Ossenbrug...
CHI
2010
ACM
16 years 2 months ago
What would other programmers do: suggesting solutions to error messages
Interpreting compiler errors and exception messages is challenging for novice programmers. Presenting examples of how other programmers have corrected similar errors may help novi...
Björn Hartmann, Daniel MacDougall, Joel Brand...
ICSE
2009
IEEE-ACM
16 years 2 months ago
Automatically capturing source code context of NL-queries for software maintenance and reuse
As software systems continue to grow and evolve, locating code for maintenance and reuse tasks becomes increasingly difficult. Existing static code search techniques using natura...
Emily Hill, Lori L. Pollock, K. Vijay-Shanker
SEKE
2007
Springer
16 years 1 months ago
EvoSpaces: 3D Visualization of Software Architecture
This paper presents the Evospaces reverse-engineering tool that represents the architecture and metrics of complex software systems in a 3D virtual world. The main goal of our pro...
Sazzadul Alam, Philippe Dugerdil