Conference Information
ALT 2020: International Conference on Algorithmic Learning Theory
http://alt2020.algorithmiclearningtheory.org/
Submission Date:
2019-09-20
Notification Date:
2019-11-24
Conference Date:
2020-02-08
Location:
San Diego, California, USA
Years:
30
CCF: c   CORE: b   QUALIS: b1   Viewed: 13229   Tracked: 36   Attend: 15

Conference Location
Call For Papers
The ALT 2020 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.
    Connections of learning with other mathematical fields.
    Artificial neural networks, including deep learning.
    High-dimensional and non-parametric statistics.
    Learning with algebraic or combinatorial structure.
    Bayesian methods in learning.
    Learning with system constraints: e.g. privacy, memory or communication budget.
    Learning from complex data: e.g., networks, time series.
    Interactions with statistical physics.
    Learning in other settings: e.g. social, economic, and game-theoretic.

We are also interested in papers that present viewpoints that are new to the ALT community. We welcome experimental and algorithmic papers provided they are relevant to the focus of the conference by elucidating theoretical results, or by pointing out an interesting and not well understood behavior that could stimulate theoretical analysis.

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 and optionally also as a poster. Additionally, rejected papers will also be considered for being presented at the poster session.

Workshop and posters

This year, we are collocated with the 2020 edition of the Information Theory and Applications workshop (ITA 2020), and the two events will overlap on February 8 for a day-long symposium we’re calling ITALT (Information Theory Applied to Learning Theory). The symposium will feature distinguished speakers and include a poster session. All authors will be invited to present a poster, and even those without an oral presentation at the main conference will be considered.

Awards

ALT 2020 will have both a best student paper award (E.M. Gold Award) and a best paper award. Authors must indicate at submission time if they wish their paper to be eligible for a student award. This does not preclude the paper to be eligible for the best paper award. The paper can be co-authored by other researchers.
Last updated by Dou Sun in 2019-08-11
Acceptance Ratio
YearSubmittedAcceptedAccepted(%)
2008463167.4%
2007502550%
2006532445.3%
2005983030.6%
2004912931.9%
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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
AlgorithmsMDPI1999-4893
Security Informatics Springer2190-8532
Optics and Lasers in Engineering4.059Elsevier0143-8166
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
AlgorithmsMDPI
Security Informatics Springer
Optics and Lasers in Engineering4.059Elsevier
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