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cs.LG2017★ 83 cited
Stochastic Conjugate Gradient Algorithm with Variance Reduction
Xiao-Bo Jin, Xu-Yao Zhang, Kaizhu Huang +1
Conjugate gradient (CG) methods are a class of important methods for solving linear equations and nonlinear optimization problems. In this paper, we propose a new stochastic CG alg…
cs.LG2013
Linear NDCG and Pair-wise Loss
Xiao-Bo Jin, Guang-Gang Geng
Linear NDCG is used for measuring the performance of the Web content quality assessment in ECML/PKDD Discovery Challenge 2010. In this paper, we will prove that the DCG error equal…