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Philippe Golle

Philippe Golle Quotes

Total quotes: 3

Philippe Golle

Birthname

Total quotes: 3

“The output of different SVM classifiers can be combined simply by a weighted average of the estimates they produce. We combined in this way an SVM classifier which uses the
set of color features F1 ∪ F2 ∪ F3 (with weight 1/3) and a second SVM classifier which uses the set of texture features G2 (with weight 2/3).”

— Philippe Golle, Machine Learning Attacks Against the Asirra CAPTCHA

Tagged: Machine Learning, Dogs vs Cats, Image Classification

“The success of our classifier does not come from the careful selection of a few colors with high predictive values, but rather from the combination of a large number of weakly predictive features.”

— Philippe Golle, Machine Learning Attacks Against the Asirra CAPTCHA

Tagged: Machine Learning, Dogs vs Cats, Image Classification

“With a 60% accurate classifier, the probability of solving a 12-image Asirra challenge is only about 0.2%.”

— Philippe Golle, Machine Learning Attacks Against the Asirra CAPTCHA

Tagged: Machine Learning, Dogs vs Cats, Image Classification

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