Efficient Non-Oblivious Randomized Reduction for Risk Minimization with Improved Excess Risk Guarantee | Zendy

Yi Xu | Zendy; Haiqin Yang | Zendy; Lijun Zhang | Zendy; Tianbao Yang | Zendy

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Efficient Non-Oblivious Randomized Reduction for Risk Minimization with Improved Excess Risk Guarantee

Author(s) -

Yi Xu,

Haiqin Yang,

Lijun Zhang,

Tianbao Yang

Publication year - 2017

Publication title -

proceedings of the aaai conference on artificial intelligence

Language(s) - English

Resource type - Journals

eISSN - 2374-3468

pISSN - 2159-5399

DOI - 10.1609/aaai.v31i1.10845

Subject(s) - dimensionality reduction , random projection , computer science , reduction (mathematics) , subspace topology , benchmark (surveying) , generalization , random matrix , matrix (chemical analysis) , empirical risk minimization , randomized algorithm , projection (relational algebra) , machine learning , artificial intelligence , algorithm , mathematics , eigenvalues and eigenvectors , mathematical analysis , physics , geometry , materials science , geodesy , quantum mechanics , composite material , geography

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