Adaptive Graph-Based Algorithms for Online Semi-Supervised Learning and Conditional Anomaly Detection
55:26
Microsoft
Adaptive Graph-Based Algorithms for Online Semi-Supervised Learning and Conditional Anomaly Detection
We present graph-based methods for online semi-supervised learning and conditional anomaly detection. When data arrive in a stream, the problems of computation and data storage arise for any graph-based method. We propose a fast approximate online algorithm that solves for the harmonic solution on an approximate graph. We show, both empirically ...
Jul 8, 2011
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