SHIMIZU Shohei
@sshimizu2006.bsky.social
SANKEN, The University of Osaka | 大阪大学 産業科学研究所
https://www.shimizulab.org/ss
https://www.shimizulab.org/ss
[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...
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...
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 ...
link.springer.com
December 17, 2025 at 11:33 AM
[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...
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...
Reposted by SHIMIZU Shohei
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
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
December 16, 2025 at 5:00 PM
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
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
Reposted by SHIMIZU Shohei
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!
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!
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
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
December 16, 2025 at 7:10 PM
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!
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!
Reposted by SHIMIZU Shohei
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)
"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)
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!
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!
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
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
December 16, 2025 at 8:28 PM
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)
"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)
Reposted by SHIMIZU Shohei
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
#causality #tractable #probabilistic #models #neurosymbolic #imprecise #probabilities #statistical #methods and more
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
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
December 16, 2025 at 5:32 PM
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
#causality #tractable #probabilistic #models #neurosymbolic #imprecise #probabilities #statistical #methods and more
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
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
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
github.com
November 8, 2025 at 2:20 AM
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
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
Reposted by SHIMIZU Shohei
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
📅 03.12.25
Group: rc-trust.ai/groups/causa...
Details: tinyurl.com/4622p6at
Causality
rc-trust.ai
November 5, 2025 at 9:37 AM
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
📅 03.12.25
Group: rc-trust.ai/groups/causa...
Details: tinyurl.com/4622p6at
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...
www.youtube.com/watch?v=R_kw...
[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
www.youtube.com
October 14, 2025 at 3:10 AM
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...
www.youtube.com/watch?v=R_kw...
少ないコミュ力が尽きたので、回復日が必要
September 29, 2025 at 11:00 AM
少ないコミュ力が尽きたので、回復日が必要
Reposted by SHIMIZU Shohei
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
about causal interventions/do calculus via string diagram surgery
September 17, 2025 at 2:04 PM
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
about causal interventions/do calculus via string diagram surgery
生命科学でもどんどん因果探索を
doi.org/10.1038/s415...
doi.org/10.1038/s415...
July 26, 2025 at 5:55 AM
生命科学でもどんどん因果探索を
doi.org/10.1038/s415...
doi.org/10.1038/s415...
Reposted by SHIMIZU Shohei
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...
www.cambridge.org/core/element...
The Role of Mathematics in Evolutionary Theory
Cambridge Core - Philosophy of Science - The Role of Mathematics in Evolutionary Theory
www.cambridge.org
July 25, 2025 at 12:43 AM
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...
www.cambridge.org/core/element...
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/...
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/...
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...
pubs.acs.org
July 16, 2025 at 12:40 PM
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/...
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/...
Reposted by SHIMIZU Shohei
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
MASAYUKI TAKAYAMA, Tadahisa OKUDA, Thong Pham et al.
Action editor: Fabio Stella
https://openreview.net/forum?id=Reh1S8rxfh
#causal #knowledge #inference
June 19, 2025 at 12:08 AM
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
MASAYUKI TAKAYAMA, Tadahisa OKUDA, Thong Pham et al.
Action editor: Fabio Stella
https://openreview.net/forum?id=Reh1S8rxfh
#causal #knowledge #inference
Reposted by SHIMIZU Shohei
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...
Apply for a ✨ scholarship for free or reduced conference registration ✨!
Don't miss out! Deadline is July 2nd, AoE.
Apply here: forms.gle/CQG1BLy2Mvd3...
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
forms.gle
June 26, 2025 at 9:54 AM
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...
Apply for a ✨ scholarship for free or reduced conference registration ✨!
Don't miss out! Deadline is July 2nd, AoE.
Apply here: forms.gle/CQG1BLy2Mvd3...
Reposted by SHIMIZU Shohei
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!
Here 👉 www.auai.org/uai2025/loca... are some useful tips on:
- find an accommodation 🏡🌴
- travel from the airport ✈️🚗
- print your posters 📊
- and more!
Uncertainty in Artificial Intelligence
www.auai.org
June 26, 2025 at 9:59 AM
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!
Here 👉 www.auai.org/uai2025/loca... are some useful tips on:
- find an accommodation 🏡🌴
- travel from the airport ✈️🚗
- print your posters 📊
- and more!
千中から阪大へのバスがむっちゃ減っててびっくりした
June 6, 2025 at 12:02 AM
千中から阪大へのバスがむっちゃ減っててびっくりした
A pretty effective way to use LiNGAM:
github.com/cdt15/lingam...
github.com/cdt15/lingam...
lingam/examples/Example_to_perform_causal_discovery_on_data_with_discrete_variables.ipynb at master · cdt15/lingam
Python package for causal discovery based on LiNGAM. - cdt15/lingam
github.com
May 27, 2025 at 12:15 PM
A pretty effective way to use LiNGAM:
github.com/cdt15/lingam...
github.com/cdt15/lingam...