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» Algorithms and Constraint Programming
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111
Voted
DAC
2004
ACM
16 years 4 months ago
Data compression for improving SPM behavior
Scratch-pad memories (SPMs) enable fast access to time-critical data. While prior research studied both static and dynamic SPM management strategies, not being able to keep all ho...
Ozcan Ozturk, Mahmut T. Kandemir, I. Demirkiran, G...
108
Voted
ICML
2006
IEEE
16 years 4 months ago
Nightmare at test time: robust learning by feature deletion
When constructing a classifier from labeled data, it is important not to assign too much weight to any single input feature, in order to increase the robustness of the classifier....
Amir Globerson, Sam T. Roweis
143
Voted
ICML
2006
IEEE
16 years 4 months ago
Discriminative cluster analysis
Clustering is one of the most widely used statistical tools for data analysis. Among all existing clustering techniques, k-means is a very popular method because of its ease of pr...
Fernando De la Torre, Takeo Kanade
120
Voted
ICML
1996
IEEE
16 years 4 months ago
On the Learnability of the Uncomputable
Within Valiant'smodel of learning as formalized by Kearns, we show that computable total predicates for two formallyuncomputable problems the classical Halting Problem, and t...
Richard H. Lathrop
102
Voted
ICSE
2009
IEEE-ACM
16 years 4 months ago
Do code clones matter?
Code cloning is not only assumed to inflate maintenance costs but also considered defect-prone as inconsistent changes to code duplicates can lead to unexpected behavior. Conseque...
Benjamin Hummel, Elmar Jürgens, Florian Deiss...
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