Conference Information
ALT 2021: International Conference on Algorithmic Learning Theory
Submission Date:
Notification Date:
Conference Date:
Paris, France
CCF: c   CORE: b   QUALIS: b1   Viewed: 16974   Tracked: 42   Attend: 15
Conference Location
Call For Papers
The Algorithmic Learning Theory (ALT) 2021 conference will be held in Paris, France on March 16–19, 2021. 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 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. At least one author of each accepted paper should be present at the conference to present the work.
Last updated by JX LIU in 2020-09-15
Acceptance Ratio
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Related Journals
CCFFull NameImpact FactorPublisherISSN
International Journal of Swarm Intelligence ResearchIGI Global Publishing1947-9263
Language Learning & Technology2.571University of Hawaii Press1094-3501
Algorithms for Molecular Biology1.585Springer1748-7188
Electronic Journal of e-LearningAcademic Publishing Limited1479-4403
IEEE Transactions on Learning Technologies2.315IEEE1939-1382
aIEEE Transactions on Information Theory2.728IEEE0018-9448
bACM Transactions on Algorithms ACM1549-6325
Security Informatics Springer2190-8532
Optics and Lasers in Engineering4.273Elsevier0143-8166
Full NameImpact FactorPublisher
International Journal of Swarm Intelligence ResearchIGI Global Publishing
Language Learning & Technology2.571University of Hawaii Press
Algorithms for Molecular Biology1.585Springer
Electronic Journal of e-LearningAcademic Publishing Limited
IEEE Transactions on Learning Technologies2.315IEEE
IEEE Transactions on Information Theory2.728IEEE
ACM Transactions on Algorithms ACM
Security Informatics Springer
Optics and Lasers in Engineering4.273Elsevier