Conference Information
ALT 2023: International Conference on Algorithmic Learning Theory
http://algorithmiclearningtheory.org/alt2023/Submission Date: |
2022-09-30 |
Notification Date: |
2022-12-21 |
Conference Date: |
2023-02-20 |
Location: |
Singapore |
Years: |
34 |
CCF: c CORE: b QUALIS: b1 Viewed: 27888 Tracked: 64 Attend: 20
Call For Papers
The Algorithmic Learning Theory (ALT) 2023 conference will be held in Singapore on Feb 20-23, 2023. The conference is dedicated to all theoretical and algorithmic aspects of machine learning. We invite submissions with contributions to new or existing learning problems including, but not limited to: Design and analysis of learning algorithms. Statistical and computational learning theory. Online learning algorithms and theory. Optimization methods for learning. Unsupervised, semi-supervised, and active learning. Interactive learning, planning and control, and reinforcement learning. Privacy-preserving data analysis. Learning with additional societal and strategic considerations: e.g., fairness, economics. Robustness of learning algorithms to adversarial agents. Artificial neural networks, including deep learning. High-dimensional and non-parametric statistics. Adaptive data analysis and selective inference. Learning with algebraic or combinatorial structure. Bayesian methods in learning. Learning in distributed and streaming settings. Game theory and learning. Learning from complex data: e.g., networks, time series. Theoretical analysis of probabilistic graphical models. While the primary focus of the conference is theoretical, authors are welcome to support their analysis by including relevant experimental results. Accepted papers will be published electronically in the Proceedings of Machine Learning Research (PMLR), and will be presented at the conference as a full-length talk. Authors of accepted papers will have the option of opting out of the proceedings in favor of a 1-page extended abstract, which will point to an open access archival version of the full paper reviewed for ALT.
Last updated by Dou Sun in 2022-09-10
Acceptance Ratio
Year | Submitted | Accepted | Accepted(%) |
---|---|---|---|
2021 | 157 | 46 | 29.3% |
2020 | 128 | 38 | 29.7% |
2019 | 78 | 37 | 47.4% |
2018 | 95 | 33 | 34.7% |
2017 | 74 | 33 | 44.6% |
2008 | 46 | 31 | 67.4% |
2007 | 50 | 25 | 50% |
2006 | 53 | 24 | 45.3% |
2005 | 98 | 30 | 30.6% |
2004 | 91 | 29 | 31.9% |
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Related Journals
CCF | Full Name | Impact Factor | Publisher | ISSN |
---|---|---|---|---|
International Journal of Swarm Intelligence Research | IGI Global Publishing | 1947-9263 | ||
Language Learning & Technology | 2.571 | University of Hawaii Press | 1094-3501 | |
Algorithms for Molecular Biology | 1.405 | Springer | 1748-7188 | |
Electronic Journal of e-Learning | Academic Publishing Limited | 1479-4403 | ||
IEEE Transactions on Learning Technologies | 2.315 | IEEE | 1939-1382 | |
a | IEEE Transactions on Information Theory | 2.728 | IEEE | 0018-9448 |
Algorithms | MDPI | 1999-4893 | ||
b | ACM Transactions on Algorithms | ACM | 1549-6325 | |
Security Informatics | Springer | 2190-8532 | ||
Optics and Lasers in Engineering | 4.836 | Elsevier | 0143-8166 |
Full Name | Impact Factor | Publisher |
---|---|---|
International Journal of Swarm Intelligence Research | IGI Global Publishing | |
Language Learning & Technology | 2.571 | University of Hawaii Press |
Algorithms for Molecular Biology | 1.405 | Springer |
Electronic Journal of e-Learning | Academic Publishing Limited | |
IEEE Transactions on Learning Technologies | 2.315 | IEEE |
IEEE Transactions on Information Theory | 2.728 | IEEE |
Algorithms | MDPI | |
ACM Transactions on Algorithms | ACM | |
Security Informatics | Springer | |
Optics and Lasers in Engineering | 4.836 | Elsevier |
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