Morioka, Hiroshi

5 publications

ICML 2024 Causal Representation Learning Made Identifiable by Grouping of Observational Variables Hiroshi Morioka, Aapo Hyvarinen

AISTATS 2023 Connectivity-Contrastive Learning: Combining Causal Discovery and Representation Learning for Multimodal Data Hiroshi Morioka, Aapo Hyvarinen

AISTATS 2021 Independent Innovation Analysis for Nonlinear Vector Autoregressive Process Hiroshi Morioka, Hermanni Hälvä, Aapo Hyvarinen

AISTATS 2017 Nonlinear ICA of Temporally Dependent Stationary Sources Aapo Hyvärinen, Hiroshi Morioka

NeurIPS 2016 Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA Aapo Hyvarinen, Hiroshi Morioka