SHIMIZU Shohei

Uncertainty in Artificial Intelligence

Submissions are now open for UAI 2026 in Amsterdam. Deadline is February 25th, 2026 (23:59 AoE). Call for papers here: www.auai.org/uai2026/call...

Best conference with the best people and in the best place 😎 😜

Also the submission deadline is conveniently one month later than #ICML2026, just in case you needed it 😅

Differentiable Causal Discovery of Linear Non-Gaussian Acyclic Models Under Unmeasured Confounding

Yoshimitsu Morinishi, Shohei Shimizu

Action editor: Sergey Plis

https://openreview.net/forum?id=HR7MFlW73I

#causal #models #generalized

What’s going on behind the scenes of #UAI2026? 👀

Meet the wonderful people working hard for this year’s edition ❤️

👉 www.auai.org/uai2026/orga...

Frontiers | Financial literacy may not directly drive investment participation or retirement planning in Japan IntroductionJapan's rapidly aging society and pension-related deficits highlight the importance of household financial asset formation. Despite policies such...

Financial literacy may not directly drive investment participation or retirement planning in Japan
Yi Jiang and Shohei Shimizu
Frontiers in Behavioral Economics, 2025
www.frontiersin.org/journals/beh...

科学技術・イノベーション政策の立案・評価への統計的因果探索の応用 本稿では，エビデンスに基づく政策立案（EBPM）の強化が求められる中で，従来の因果の有無や効果の大きさを議論する統計的因果推論に加えて，因果構造そのものを探索する統計的因果探索が政策評価において果たし得る役割について論じる。特に科学技術・イノベーション（STI）政策分野における応用可能性を見据え，主 …

「科学技術・イノベーション政策の立案・評価への統計的因果探索の応用」
高山正行・清水昌平
研究 技術 計画 (特集 科学技術・イノベーション政策科学の学際的アプローチ：より良いアジェンダ・セッティングのために), 2025
doi.org/10.20801/jsr...

Japanese Journal of Statistics and Data Science Japanese Journal of Statistics and Data Science is an international forum publishing original articles in statistical theories and diverse fields related to ...

[CFP] Recent Advances in Causal Inference, Causal Discovery, and Applications

Coordinating Editors:
Shohei Shimizu
Manabu Kuroki
Aapo Hyvärinen

Submission Due Date: February 1, 2027
Intended Publication Date: September 1, 2027

link.springer.com/journal/4208...

Ready to bike along the canals? 🚲
The 42nd Conference on Uncertainty in AI will be in Amsterdam, August 17-21! 🇳🇱

CfP is out 👉 auai.org/uai2026/call...

🚨 Feb 25: Paper submission
🗣️ Apr 23–May 2: rebuttal period
🎉💀 Jun 1: Author notification

#UAI2026 #ML #stats #learning #reasoning #uncertainty #AI

Excited to be serving as Program co-Chair of UAI 2026 with Ema Perkovic! We are busy working on facilitating an excellent program.

In my unbiased opinion UAI is an ideal venue at the intersection of stats & CS: good size, good science, good vibes.

Please submit your work!

Proposed* official UAI2026 conference taglines:

"UAI2026: gotta be crazy to be certain about AI these days"

"UAI: 2 uncertain 2 AI"

"I went to UAI2026 and all I got was this lousy uncertainty"

Vote for your fav or propose your own!

www.auai.org/uai2026/

(*by me, under consideration by no one)

A fantastic opportunity to join us in #Amsterdam for some hardcore #uncertainty in #AI 🦾🚲🌷✖️✖️✖️

#causality #tractable #probabilistic #models #neurosymbolic #imprecise #probabilities #statistical #methods and more

GitHub - gkikuchi/TSLSNM: A python implementation of Time-Series Location-Scale Noise Model A python implementation of Time-Series Location-Scale Noise Model - gkikuchi/TSLSNM

Released code for TS-LSNM
github.com/gkikuchi/TSL...

Kikuchi & Shimizu (2023)
Structure Learning for Groups of Variables in Nonlinear Time-series Data with Location-scale Noise
In Proc. 2023 Causal Analysis Workshop Series, PMLR

I am excited to share that I am looking for a #postdoc with an interest in causal machine learning to join my lab at TU Dortmund University and RC Trust. #hiring #causality #ML #AI

📅 03.12.25
Group: rc-trust.ai/groups/causa...
Details: tinyurl.com/4622p6at

研究員または特別研究員募集 因果推論チーム（25-1581）

www.riken.jp/careers/rese...

Seeking a Research Scientist or Postdoctoral Researcher at Causal Inference Team (25-1581)

www.riken.jp/en/careers/r...

[理研AIP 成果報告イベント] 数理研究からAI産業を変革する-20250828 YouTube video by RIKEN AIP

成果報告イベント動画 「数理研究からAI産業を変革する」
www.youtube.com/watch?v=R_kw...

え、そうだったの？！じゃあ、それで！

少ないコミュ力が尽きたので、回復日が必要

Very nice by Jun Otsuka @junotk.bsky.social and Hayato Saigo: link.springer.com/article/10.1...
about causal interventions/do calculus via string diagram surgery

台風か

ミチョッタミチョッタ

生命科学でもどんどん因果探索を
doi.org/10.1038/s415...

The Role of Mathematics in Evolutionary Theory Cambridge Core - Philosophy of Science - The Role of Mathematics in Evolutionary Theory

All titles of Cambridge Elements in the Philosophy of Biology, including mine The Role of Mathematics in Evolutionary Theory, are downloadable for free till the 25th.
www.cambridge.org/core/element...

Multi-Objective Structure-Based Drug Design Using Causal Discovery Structure-based drug design (SBDD) is a critical subtask in the drug discovery process, with deep generative models playing a pivotal role. Inherently, drug design is a multi-objective task given the ...

創薬でも因果探索とかどんと盛り上がったりしないかしらhttps://ieeexplore.ieee.org/document/11008440_

Causal Analysis of Factors for Li Ionic Conductivity in Olivine-Type LiMXO4 Materials Using LiNGAM All-solid-state batteries are increasingly examined to improve the safety of lithium-ion batteries. Considerable efforts are being made to develop solid electrolyte materials with high ionic conductiv...

材料で因果探索とかどんと盛り上がったりしないかしらと思いながら読んだ (聞いた):
Causal Analysis of Factors for Li Ionic Conductivity in Olivine-Type LiMXO4 Materials Using LiNGAM | The Journal of Physical Chemistry C pubs.acs.org/doi/10.1021/...

Integrating Large Language Models in Causal Discovery: A Statistical Causal Approach

MASAYUKI TAKAYAMA, Tadahisa OKUDA, Thong Pham et al.

Action editor: Fabio Stella

https://openreview.net/forum?id=Reh1S8rxfh

#causal #knowledge #inference

UAI 2025 Application for Student Scholarships Applications for scholarships for students attending UAI 2025 held in Rio de Janeiro, Brazil. Key Dates: Application Deadline: July 2nd, 23:59 AoE Notification of Acceptance: July 10th

Are you student 🎓 attending #UAI2025?

Apply for a ✨ scholarship for free or reduced conference registration ✨!

Don't miss out! Deadline is July 2nd, AoE.

Apply here: forms.gle/CQG1BLy2Mvd3...

Uncertainty in Artificial Intelligence

ready to Rio 🇧🇷?

Here 👉 www.auai.org/uai2025/loca... are some useful tips on:

- find an accommodation 🏡🌴
- travel from the airport ✈️🚗
- print your posters 📊
- and more!

OKICA

初めての琉球大へー