Takashi Nicholas Maeda

4 papers · 2020–2026 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13)

Conferences

AAAI (1) AISTATS (1) JMLR (1) UAI (1)

Top co-authors

Shohei Shimizu (4) Thong Pham (1) Mayumi Ide (1) Takuya Takagi (1) Hirofumi Suzuki (1) Kentaro Kanamori (1) Yan Zeng (1) Takashi Ikeuchi (1)

Keywords

causal discovery (4) causal graph (2) causal additive model (2) unobserved variable (2) latent confounder (1) independence test (1) python package (1) structural consistency (1) nonlinear causal structure (1) time series (1) causal structure (1) directed acyclic graph (1)

Papers

I-CAM-UV: Integrating Causal Graphs over Non-Identical Variable Sets Using Causal Additive Models with Unobserved Variables AAAI 2026

Python package for causal discovery based on LiNGAM JMLR 2023

Causal additive models with unobserved variables UAI 2021

RCD: Repetitive causal discovery of linear non-Gaussian acyclic models with latent confounders AISTATS 2020