247 citations · 967 across the 25 of their papers we have counts for
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stat.CO2014★ 65 cited
Log-Determinant Divergences Revisited: Alpha--Beta and Gamma Log-Det Divergences
Andrzej Cichocki, Sergio Cruces, Shun-Ichi Amari
In this paper, we review and extend a family of log-det divergences for symmetric positive definite (SPD) matrices and discuss their fundamental properties. We show how to generate…
cs.CV2014★ 247 cited
Bayesian Robust Tensor Factorization for Incomplete Multiway Data
Qibin Zhao, Guoxu Zhou, Liqing Zhang +2
We propose a generative model for robust tensor factorization in the presence of both missing data and outliers. The objective is to explicitly infer the underlying low-CP-rank ten…