3 citations · 3 across the 1 of their papers we have counts for
2 papers
cs.LG2022★ 3 cited
Stable Invariant Models via Koopman Spectra
Takuya Konishi, Yoshinobu Kawahara
Weight-tied models have attracted attention in the modern development of neural networks. The deep equilibrium model (DEQ) represents infinitely deep neural networks with weight-ty…
cs.LG2016
A Tractable Fully Bayesian Method for the Stochastic Block Model
Kohei Hayashi, Takuya Konishi, Tatsuro Kawamoto
The stochastic block model (SBM) is a generative model revealing macroscopic structures in graphs. Bayesian methods are used for (i) cluster assignment inference and (ii) model sel…