42 citations · 44 across the 3 of their papers we have counts for
3 papers
An Algebraic Formalization of Forward and Forward-backward Algorithms
Ai Azuma, Masashi Shimbo, Yuji Matsumoto
In this paper, we propose an algebraic formalization of the two important classes of dynamic programming algorithms called forward and forward-backward algorithms. They are general…
Ridge Regression, Hubness, and Zero-Shot Learning
Yutaro Shigeto, Ikumi Suzuki, Kazuo Hara +2
This paper discusses the effect of hubness in zero-shot learning, when ridge regression is used to find a mapping between the example space to the label space. Contrary to the exis…
The Sum-over-Forests density index: identifying dense regions in a graph
Mathieu Senelle, Silvia Garcia-Diez, Amin Mantrach +3
This work introduces a novel nonparametric density index defined on graphs, the Sum-over-Forests (SoF) density index. It is based on a clear and intuitive idea: high-density region…