Presents new structural results and pairwise improper-learning frameworks for polynomial-time robust multiclass linear classification under Gaussian marginals, with error bounds such as O(k^{3/2} sqrt(opt)) + epsilon.
Extreme learning machine for regression and multiclass classification
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Polynomial-Time Robust Multiclass Linear Classification under Gaussian Marginals
Presents new structural results and pairwise improper-learning frameworks for polynomial-time robust multiclass linear classification under Gaussian marginals, with error bounds such as O(k^{3/2} sqrt(opt)) + epsilon.