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Št. zadetkov: 2
Bayes-Optimal Scorers for Bipartite Ranking
Aditya Menon
Video in druga učna gradiva
Oznake: computer science;machine learning;unsupervised learning;supervised learning;statistical learning;on-line learning;computational learning theory
We address the following seemingly simple question: what is the Bayes-optimal scorer for a bipartite ranking risk? The answer to this question helps establish the consistency of the minimisation of surrogate bipartite risks, and elucidates the relationship between bipartite ranking and other establi ...
Leto: 2014 Vir: videolectures.net
Learning from Corrupted Binary Labels via Class-Probability Estimation
Aditya Menon
Video in druga učna gradiva
Oznake: computer science;machine learning
Many supervised learning problems involve learning from samples whose labels are corrupted in some way. For example, each sample may have some constant probability of being incorrectly labelled (learning with label noise), or one may have a pool of unlabelled samples in lieu of negative samples (lea ...
Leto: 2015 Vir: videolectures.net
Št. zadetkov: 2
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