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NIPS
2004
15 years 5 months ago
Exponentiated Gradient Algorithms for Large-margin Structured Classification
We consider the problem of structured classification, where the task is to predict a label y from an input x, and y has meaningful internal structure. Our framework includes super...
Peter L. Bartlett, Michael Collins, Benjamin Taska...
KBSE
2007
IEEE
15 years 10 months ago
Unit testing concurrent software
There are many difficulties associated with developing correct multithreaded software, and many of the activities that are simple for single threaded software are exceptionally ha...
William Pugh, Nathaniel Ayewah
STACS
2007
Springer
15 years 10 months ago
Testing Convexity Properties of Tree Colorings
A coloring of a graph is convex if it induces a partition of the vertices into connected subgraphs. Besides being an interesting property from a theoretical point of view, tests f...
Eldar Fischer, Orly Yahalom
ICML
2007
IEEE
16 years 5 months ago
Uncovering shared structures in multiclass classification
This paper suggests a method for multiclass learning with many classes by simultaneously learning shared characteristics common to the classes, and predictors for the classes in t...
Yonatan Amit, Michael Fink 0002, Nathan Srebro, Sh...
EUROSYS
2007
ACM
15 years 8 months ago
Integrating aspect-orientation and structural annotations to support adaptive middleware
To anticipate or not to anticipate -- that is the question, regarding adaptive middleware in the area of ubiquitous computing. Anticipation can guarantee that both the adapted and...
Holger Mügge, Tobias Rho, Armin B. Cremers