11910 search results - page 56 / 2382 » Online Learning Algorithms |
131
Voted
JMLR
2010
14 years 7 months ago
2010
Security analysis of learning algorithms is gaining increasing importance, especially since they have become target of deliberate obstruction in certain applications. Some securit...
135
Voted
AIED
2011
Springer
14 years 4 months ago
2011
Springer
The Pedagogical Assessment Workflow System (PAWS) is a new workflow-based pedagogical assessment framework that enables the efficient and robust integration of diverse datasets for...
129
Voted
COLT
2010
Springer
14 years 10 months ago
2010
Springer
We present a new online learning algorithm in the selective sampling framework, where labels must be actively queried before they are revealed. We prove bounds on the regret of ou...
83
Voted
IJCNN
2006
IEEE
15 years 6 months ago
2006
IEEE
— We propose a new annealing method for the hyperparameters of several recent Learning Vector Quantization algorithms. We first analyze the relationship between values assigned ...
146
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CISIS
2011
IEEE
14 years 18 days ago
2011
IEEE
—Computational performance increasingly depends on parallelism, and many systems rely on heterogeneous resources such as GPUs and FPGAs to accelerate computationally intensive ap...