posted by user: gonzo1453 || 879 views || tracked by 2 users: [display]

ALT 2024 : 35th Annual Conference on Algorithmic Learning Theory

FacebookTwitterLinkedInGoogle


Conference Series : Algorithmic Learning Theory
 
Link: http://algorithmiclearningtheory.org/alt2024/
 
When Feb 25, 2024 - Feb 28, 2024
Where San Diego, California, USA
Submission Deadline Sep 26, 2023
Notification Due Dec 15, 2023
Categories    learning theory   machine learning   neural networks   bayesian methods
 

Call For Papers

The Algorithmic Learning Theory (ALT) 2024 conference will be held in San Diego, CA on February 25-28th 2024. 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.


Important dates

Paper submission deadline: September 26, 2023, Anywhere On Earth
Author feedback: Nov 11-17, 2023
Author notification: Mid-December, 2023


Conference format

The conference will be in-person and will not be hybrid. At least one author of each accepted paper will be required to present their paper in-person at the conference. When travel is not possible, we encourage authors to find alternative presenters in the community attending the conference.


Dual submission policy

Conferences: In general, submissions that are substantially similar to papers that have been previously published, accepted for publication, or submitted in parallel to other peer-reviewed conferences with proceedings may not be submitted to ALT.

Journals: Submissions that are substantially similar to papers that are already published in a journal at the time of submission may not be submitted to ALT.
Rebuttal phase

This year there will be a rebuttal phase during the review process. Authors will have an opportunity to provide a short response to the initial reviews.

Related Resources

ICMLA 2024   23rd International Conference on Machine Learning and Applications
MLNLP 2024   2024 7th International Conference on Machine Learning and Natural Language Processing (MLNLP 2024)
Ei/Scopus-AACIP 2024   2024 2nd Asia Conference on Algorithms, Computing and Image Processing (AACIP 2024)-EI Compendex
AMLDS 2025   2025 International Conference on Advanced Machine Learning and Data Science
IEEE-Ei/Scopus-SGGEA 2024   2024 Asia Conference on Smart Grid, Green Energy and Applications (SGGEA 2024) -EI Compendex
DSIT 2024   2024 7th International Conference on Data Science and Information Technology (DSIT 2024)
ICDM 2024   IEEE International Conference on Data Mining
ITNG 2024   The 21st Int'l Conf. on Information Technology: New Generations ITNG 2024
AAAI 2025   The 39th Annual AAAI Conference on Artificial Intelligence
MLIS 2024   The 6th International Conference on Machine Learning and Intelligent Systems (MLIS 2024)