454
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ALT
9 years 8 months ago
2015 Springer 
Abstract. We introduce a broad learning model formed by cascades of predictors, Deep Cascades, that is structured as general decision trees in which leaf predictors or node questio...
449
Voted
ALT
9 years 8 months ago
2015 Springer 
Weighted automata (WFAs) provide a general framework for the representation of functions mapping strings to real numbers. They include as special instances deterministic finite au...
413
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ALT
9 years 8 months ago
2015 Springer
Abstract. We compose a toolbox for the design of Minimum Disagreement algorithms. This box contains general procedures which transform (without much loss of efficiency) algorithms ...
367
Voted
ALT
9 years 8 months ago
2015 Springer
We consider an online job scheduling problem on a single machine with precedence constraints under uncertainty. In this problem, for each trial t = 1, . . . , T, the player chooses...
365
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ALT
9 years 8 months ago
2015 Springer
We consider a problem of learning kernels for use in SVM classification in the multi-task and lifelong scenarios and provide generalization bounds on the error of a large margin c...
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Machine Learning