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Robust loss function - PowerPoint PPT Presentation

Data reduction for weighted and outlier-resistant clustering

Data reduction for weighted and outlier-resistant clustering. Leonard J. Schulman Caltech joint with Dan Feldman MIT. Talk outline. Clustering-type problems: k-median weighted k-median k-median with m outliers (small m) k-median with penalty (clustering with many outliers)

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339 views • 33 slides

Robust supervised image classifiers by spatial AdaBoost based on robust loss functions

Robust supervised image classifiers by spatial AdaBoost based on robust loss functions. Ryuei Nishii and Shinto Eguchi Proc. Of SPIE Vol. 5982 59820D-2. terminology. Supervised image classification A prior knowledge of your image area is required. Loss function

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264 views • 13 slides

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Robust loss function - PowerPoint PPT Presentation

Data reduction for weighted and outlier-resistant clustering

Robust supervised image classifiers by spatial AdaBoost based on robust loss functions