New #TMLR-Paper-with-Video:

Causally-Aware Information Bottleneck for Domain Adaptation

Mohammad Ali Javidian

https://tmlr.infinite-conf.org/paper_pages/TbcqPEgJ9z

#causal #causally #bottleneck

We are hiring a ELLIS PhD student at @saarland-informatics-campus.de on #Causal Representation Learning for #Robotics, co-supervised with @egavves.bsky.social at the University of Amsterdam

Apply directly through the ELLIS centralized application portal: ellis.eu/news/ellis-p...

Deadline: 31 Oct

Large Scale Empirical Bayesian Causal Discovery Using Total Effect Estimates From Intervention Data

Seong Woo Han, Daniel Duy Vo, Brielin C. Brown

Action editor: Mingming Gong

https://openreview.net/forum?id=yW4T2fsf0l

#causal #prior #discovery

Vensim 10 DSS 商業單機版(下載版，永久授權版包含一年維護合約)
#Vensim 用於開發、分析和打包動態回饋模型。用於提升實際系統的效能。 Vensim 豐富的功能集強調模型品質、資料連接、靈活的分發和先進的演算法。適合從學生到專業人士。 #系統動力學 #SD #Causal Tracing

www.cheerchain.com.tw/zh/product_2...

I'd say his @IanRHarnett empirical #observation is more convincing than his #causal interpretation, chart @financialtimes.com FT
www.ft.com/content/96e0...

Causal Bayesian Optimization: Foundations, Methods, and Applications

Chenfeng Huang, Thuy T. Le, Zixuan Ma, Hien Tran

Action editor: Junpei Komiyama

https://openreview.net/forum?id=XT6DC37m5I

#causal #optimization #intervention

Detecting Distributional Treatment Responders with False Discovery Rate Control

Tzviel Frostig, Bradley P. Carlin, Elad Berkman, Amitay Kamber, Raviv Pryluk

Action editor: Arash Mehrjou

https://openreview.net/forum?id=zPt0o32mYn

#propensity #causal #outcomes

Invariant Causal Set Covering Machine

Thibaud Godon, Baptiste Bauvin, Pascal Germain, Jacques Corbeil, Alexandre Drouin

Action editor: Yongkai Wu

https://openreview.net/forum?id=slquR2A8rA

#causal #causally #models

New #Reproducibility Certification:

Tags for DAGs: Graph Refinement with Meta-Informed Relations

Florian Peter Busch, Moritz Willig, Florian Guldan et al.

https://openreview.net/forum?id=a399gBzXic

#semantic #causal #tags