Rank-based Decomposable Losses in Machine Learning: A Survey

Author:

Hu Shu1ORCID,Wang Xin2ORCID,Lyu Siwei2ORCID

Affiliation:

1. Heinz College of Information Systems and Public Policy, Carnegie Mellon University, Pittsburgh, PA, USA

2. Department of Computer Science and Engineering, University at Buffalo, SUNY, Buffalo, NY, USA

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Applied Mathematics,Artificial Intelligence,Computational Theory and Mathematics,Computer Vision and Pattern Recognition,Software

Reference210 articles.

1. The elements of statistical learning: data mining, inference, and prediction;hastie,2009

2. Not all samples are created equal: Deep learning with importance sampling;katharopoulos;Proc Int Conf Mach Learn,2018

3. Learning Rates of Least-Square Regularized Regression

4. Training deep models faster with robust, approximate importance sampling;johnson;Proc Int Conf Neural Inf Process,2018

5. Sublinear optimization for machine learning

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