101 citations · 312 across the 33 of their papers we have counts for
4 papers · 1 filter
Krylov Subspace Method for Nonlinear Dynamical Systems with Random Noise
Yuka Hashimoto, Isao Ishikawa, Masahiro Ikeda +2
Operator-theoretic analysis of nonlinear dynamical systems has attracted much attention in a variety of engineering and scientific fields, endowed with practical estimation methods…
Metric on random dynamical systems with vector-valued reproducing kernel Hilbert spaces
Isao Ishikawa, Akinori Tanaka, Masahiro Ikeda +1
Development of metrics for structural data-generating mechanisms is fundamental in machine learning and the related fields. In this paper, we give a general framework to construct…
An efficient branch-and-cut algorithm for approximately submodular function maximization
Naoya Uematsu, Shunji Umetani, Yoshinobu Kawahara
When approaching to problems in computer science, we often encounter situations where a subset of a finite set maximizing some utility function needs to be selected. Some of such u…
Knowledge-Based Regularization in Generative Modeling
Naoya Takeishi, Yoshinobu Kawahara
Prior domain knowledge can greatly help to learn generative models. However, it is often too costly to hard-code prior knowledge as a specific model architecture, so we often have…