We invite submissions to the twenty sixth International Conference on Artificial Intelligence Artificial intelligence and Statistics (AISTATS), and welcome paper submissions on artificial intelligence, system gaining knowledge Artificial intelligence of, facts, and Artificial intelligence associated regions.
AISTATS is an interdisciplinary amassing of researchers on the intersection of pc technology, artificial intelligence, system getting to know, statistics, and related regions. Since its inception in 1985, the number one purpose of AISTATS has been to develop research in these fields via promoting the alternate of ideas amongst them. The conference is dedicated to Artificial intelligence diversity in all its paperwork, and encourages submissions from authors of underrepresented corporations and geographies in ML/AI.Key dates
- Abstract submission closing date: 6 October 2022 (Anywhere on Earth)
- Paper submission closing date: 13 October 2022 (Anywhere on Earth)
- Supplementary substances submission deadline: 20 October 2022 (Anywhere on Earth)
- Reviews launched to authors: Monday, November 21, 2022
- Author rebuttal deadline: 5 December 2022 (Anywhere on Earth)
- Paper selection notifications: Thursday, January 19, 2023
Paper Submission (Proceedings Track)
The complaints song is the same old AISTATS paper submission song. Papers could be selected through a rigorous double-blind peer-evaluate procedure. All regularly occurring papers might be offered on the Conference as contributed talks or as posters and might be published within the Proceedings.
Solicited subjects consist of, Artificial intelligence however are not confined to:
- Machine gaining knowledge of Artificial intelligence techniques and algorithms (classification, regression, unsupervised and semi-supervised studying, clustering, common sense programming, …)
- Probabilistic methods (Bayesian strategies, approximate inference, density estimation, tractable probabilistic fashions, probabilistic programming, …)
- Theory of machine learning and information (optimization, computational getting to know idea, selection idea and bandits, game idea, frequentist facts,records idea, …)
- Deep gaining knowledge of (concept, architectures, reinforcement getting to know, generative models, optimization for neural networks, …)
- Ethical and honest system mastering (causality, equity, interpretability, privacy, robustness, safety, …)
- Applications of gadget learning and records (such as natural language, signal processing, computer imaginative and prescient, bodily sciences, social sciences, sustainability and climate, healthcare, …)
Conference Location and Format
The AISTATS 2023 organizing committee is committed to the protection and fitness of our network.We are presently reviewing the excellent alternative for AISTATS 2023 (both physical, virtual convention, or hybrid). As quickly as we’ve made a final choice, we Artificial intelligence can replace the information to the webpage. Thank you to your persistence and understanding.Formatting and Supplementary Material
Submissions are Artificial intelligence limited to 8 pages except for references the use of the LaTeX style file we offer below (the web page restrict could be nine for camera-geared up submissions). The range of pages containing citations alone is not restrained. You can also submit a unmarried record of extra supplementary fabric which can be either a pdf report (along with proof details) or a zipper file for different codecs/greater files (which includes code or videos). Note that reviewers are under no responsibility to examine the supplementary cloth. If you’ve got handiest one supplementary pdf record, Artificial intelligence please upload it as is; otherwise acquire the whole thing to the unmarried zip report.
Submissions are usual at https://cmt3.studies.microsoft.com/AISTATS2023/.
Formatting facts (together with LaTeX style documents) is to be had within the AISTATS2023PaperPack. We do no Artificial intelligence longer assist submission in coaching structures other than LaTeX. Please do now not regulate the layout given through the style record. If you’ve got questions on the fashion file or its utilization, please touch the publications chair or the program chairs.Reviewer Nomination
For every submission, the authors can be endorsed to nominate as a minimum one of the authors as a reviewer for AISTATS 2023. Nominated reviewers are predicted to have sufficient information within the applicable field. Kindly recognize that by using a current growth of submissions, we want more reviewers than preceding years.Anonymization Requirements
The AISTATS evaluation technique is double-blind. All submissions must be anonymized and might not incorporate any statistics that could violate the double-blind reviewing coverage, including the writer names or their affiliations, acknowledgements, or hyperlinks which could infer any creator’s identity or organization. Self-citations are allowed as long as anonymity is preserved. It is up to the writer’s discretion how nice to preserve anonymity when which include self-citations. Artificial intelligence Possibilities include: leaving out a self-quotation, consisting of it however changing the quotation textual content with “removed for anonymous submission,” or leaving the citation as-is. We advise leaving in a moderate range of self-citations for posted or in any other case famous paintings.
We strongly discourage advertising and marketing the preprint on social media or within the press even as underneath submission to AISTATS. Preprints ought to now not be explicitly recognized as an AISTATS submission at any time at some point of the evaluation length (i.e., from the abstract submission cut-off date until the verbal exchange of the take delivery of/reject selection).Dual Submissions
Submitted manuscripts should not had been formerly posted in a magazine or inside the proceedings of a convention, and should not be beneath consideration for Artificial intelligence booklet at some other convention at any point for the duration of the AISTATS evaluate system. Submissions as extended abstracts (four pages or less), to workshops or non-archival venues Artificial intelligence (without a complaints), or to arXiv, will no longer be Artificial intelligence considered a concurrent submission. It is acceptable to have a drastically extended version of the submitted paper below attention concurrently for journal booklet, so long as the magazine model’s deliberate book date is in May 2023 or later and the journal submission Artificial intelligence does no longer intervene with AISTATS proper to put up the paper. Authors are also allowed to provide talks to limited audiences at the work(s) submitted to AISTATS at some stage in the review.
Reviewers can be instructed that tech reviews (including reviews on web sites together with arXiv) and papers in workshops with out archival complaints do now not depend as previous book.
All frequent papers can be offered on the Conference both as contributed talks or as posters, and can be posted within the AISTATS Conference Proceedings inside the Journal of Machine Learning Research Workshop and Conference Proceedings collection. Papers for talks and posters can be dealt with equally in booklet.Confidentiality
The reviewers and vicinity-chairs of your paper may have get right of entry to in your paper and supplementary material. In addition, this system chairs and workflow chairs will have access to all of the papers. Everyone gaining access to papers and supplementary materials will be advised to hold them personal at some stage in the review procedure and delete them after the final selections.
Reviews could be visible to area chairs, software chairs, and workflow chairs for the duration of the procedure. Reviewers gets get admission to to different opinions for a paper when they have submitted their very own review.
Author names might be visible to program chairs and workflow chairs. Reviewers and place chairs will not know the author names at any level of the process. Reviewer names are seen to the vicinity chairs, workflow chairs, and application chairs.
Jennifer Dy and Jan-Willem van de Meent
AISTATS 2023 Program Chairs
AISTATS 2023 General ChairThis site closing compiled Tue, 13 Dec 2022 09:22:41 -0500