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ALT 2027: International Conference on Algorithmic Learning Theory

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投稿締切日:
2026-10-12 残り 53 日
通知日:
2027-01-05
開催日:
2027-03-09
開催地:
Leiden, the Netherlands
開催回数:
CCF: C   ICORE: B   QUALIS: B1   閲覧: 106192   フォロー: 76   参加: 24

論文募集

ALT 2027 (International Conference on Algorithmic Learning Theory) is a CCF C / ICORE B / QUALIS B1 conference held in Leiden, the Netherlands on 2027-03-09. The paper submission deadline is 2026-10-12. Acceptance notifications are sent on 2027-01-05.

The 38th International Conference on Algorithmic Learning Theory (ALT 2027) will be held March 9–12, 2027, in Leiden, the Netherlands. The conference is dedicated to all theoretical and algorithmic aspects of machine learning. We invite submissions on new or existing learning problems, including but not limited to the following topics: Design and analysis of learning algorithms Classical foundations of learning theory, including statistical, computational, algorithmic, and information-theoretic foundations Online learning, multi-agent learning, and game theory Optimization, including convex and nonconvex methods, implicit bias, and overparameterization Learning paradigms, including supervised, unsupervised, semi-supervised, active, and reinforcement learning Reinforcement learning, including classical control-theoretic perspectives, modern applications such as LLM post-training, and new algorithms Large language models, transformers, and related theoretical questions Theoretical perspectives on trustworthy AI and AI safety, including privacy, adaptive data analysis, fairness, and alignment Robustness, including training-data corruption, adversarial examples, and LLM jailbreaks Learning under distribution shift, including domain adaptation and out-of-distribution generalization Theoretical perspectives on deep learning, including approximation, generalization, and optimization for classical and modern architectures Statistics, including asymptotics, high-dimensional statistics, nonparametric methods, and causality Learning with algebraic or combinatorial structure Bayesian methods Kernel methods Interpretability and explainability Learning under algorithmic constraints, including distributed, communication-efficient, memory-efficient, federated, and streaming learning Learning with different data modalities, including time series, sequence-to-sequence mappings, and graph data Mathematical analysis of sampling methods, including diffusion models and other practical methods Despite the theoretical focus of the conference, authors are welcome to support their analysis with relevant empirical results. Accepted papers will be presented at the conference as full-length talks and published electronically in the Proceedings of Machine Learning Research (PMLR).
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採択率

平均採択率: 41.1% 10 年間 (2004–2021).

年投稿数採択数採択率(%)
20211574629.3%
20201283829.7%
2019783747.4%
2018953334.7%
2017743344.6%
2008463167.4%
2007502550%
2006532445.3%
2005983030.6%
2004912931.9%

これを見た人はこちらも見ています

CCFICORE略称正式名称投稿締切通知日開催日
CICCInternational Conference on Communications2026-10-022027-01-152027-05-30
CISPDInternational Symposium on Physical Design2026-09-212026-11-052027-03-31
CSLTIEEE Spoken Language Technology2026-09-112026-09-162026-12-13

関連会議

CCFICORE略称正式名称投稿締切通知日開催日
ADTInternational Conference on Algorithmic Decision Theory2013-05-032013-06-072013-11-13
CBSAGTInternational Symposium on Algorithmic Game Theory2026-05-202026-07-092026-09-15
CICCInternational Conference on Communications2026-10-022027-01-152027-05-30
CBIJCNNInternational Joint Conference on Neural Networks2027-01-312027-03-152027-06-14
CBTrustComInternational Conference on Trust, Security and Privacy in Computing and Communications2025-08-012025-10-012025-11-14
CBICONIPInternational Conference on Neural Information Processing2026-05-102026-07-152026-11-23
CCHPCCInternational Conference on High Performance Computing and Communications2026-07-152026-09-102026-10-29
CAGECCOGenetic and Evolutionary Computation Conference2027-07-12
CBGlobecomIEEE Global Communications Conference2026-04-012026-08-012026-12-07
CBICPRInternational Conference on Pattern Recognition2026-01-102026-03-312026-08-17

関連ジャーナル

CCF正式名称インパクトファクター出版社ISSN
CKnowledge-Based Systems7.2Elsevier0950-7051
CFuture Generation Computer Systems5.9Elsevier0167-739X
CNeurocomputing6.5Elsevier0925-2312
CPattern Recognition Letters3.9Elsevier0167-8655
CIEEE Transactions on Industrial Informatics11.7IEEE1551-3203
CIEEE Internet of Things Journal8.9IEEE2327-4662
CEngineering Applications of Artificial Intelligence9.0Elsevier0952-1976
CExpert Systems with Applications7.5Elsevier0957-4174
CIEEE Transactions on Big Data5.7IEEE2332-7790
CComputer Communications4.3Elsevier0140-3664

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