posted by organizer: sisima_umn || 2863 views || tracked by 4 users: [display]

CAWS 2021 : Causal Analysis Workshop Series

FacebookTwitterLinkedInGoogle

Link: http://cawsnetwork.com
 
When Jul 16, 2021 - Jul 16, 2021
Where Virtual
Submission Deadline May 24, 2021
Notification Due Jun 10, 2021
Final Version Due Aug 16, 2021
Categories    causal inference   causal discovery   machine learning   causality
 

Call For Papers

Submissions open until May 10, 2021

The Causal Analysis Workshop Series (CAWS) is requesting papers! Learn more about CAWS at cawsnetwork.com. CAWS 2021 will be held on July 16, 2021. CAWS 2021 will be occurring online due to limitations imposed by the global pandemic.

CAWS promotes the development and application of causal discovery and related methods, identifies challenges in causal inference and causal discovery that require the development of new causally informed algorithms and statistical procedures, guides the field of causal analysis towards establishing best practices, and provides a venue for causal analysis researchers to share and communicate their findings.

Some examples of appropriate research topics are:

Development/improvement of automated causal modeling methods
Application or evaluation of automated causal modeling methods
Causal effect estimation by data driven causal structure discovery
Predictive modeling applications guided by causal structure discovery
Causal discovery leveraging combined information in prior knowledge, using data from multiple different sources, data types, measurement granularity, and data distributions
Automated identification of optimal interventions from discovered causal models

Works in progress are encouraged!

Submission options:
Full Paper: maximum 12 pages
Extended Abstract: maximum 3 pages
Use the PMLR paper style (https://ctan.org/tex-archive/macros/latex/contrib/jmlr), papers do not need to be blinded. Authors of accepted Full Papers will be invited to give a virtual talk, and authors of accepted Extended Abstracts will be invited to present a virtual poster. Authors of accepted Full Papers can choose to include a revised version of their paper in a special issue of Proceedings of Machine Learning Research (http://proceedings.mlr.press/).
Please feel free to contact the organizers for more information!

Important Dates:
Submission deadline: May 24, 2021
Decision of acceptance: June 10, 2021
Conference Date: July 16, 2021
Camera Ready version for the proceedings: August 16, 2021

Submission is through EasyChair https://easychair.org/conferences/?conf=caws2021

Related Resources

AASDS 2024   Special Issue on Applications and Analysis of Statistics and Data Science
ECAI 2024   27th European Conference on Artificial Intelligence
CXAI SI 2024   Special Issue on Causal and Explainable AI
ACM-Ei/Scopus-CCISS 2024   2024 International Conference on Computing, Information Science and System (CCISS 2024)
ITISE 2024   International conference on Time Series and Forecasting
AIM@EPIA 2024   Artificial Intelligence in Medicine
ICMAI 2024   9th International Conference on Mathematics and Artificial Intelligence
ICMLA 2024   23rd International Conference on Machine Learning and Applications
DSIT 2024   2024 7th International Conference on Data Science and Information Technology (DSIT 2024)
NLE Special Issue 2024   Natural Language Engineering- Special issue on NLP Approaches for Computational Analysis of Social Media Texts for Online Well-being and Social Order