2026 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2026)

September 28 – October 1, 2026, Georgia, USA

Scope & Topics

2026 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2026) is the premier annual workshop sponsored by the IEEE Signal Processing Society that brings together researchers, scientists, engineers, and industry professionals to present and discuss the latest advances in machine learning methods for signal processing and their emerging applications.

MLSP 2026 provides an international forum for exchanging innovative ideas in machine learning theory, algorithms, optimization techniques, statistical learning, deep learning, and data-driven signal processing across a broad range of scientific and engineering disciplines.

The workshop encourages collaboration between academia, research laboratories, and industry by showcasing cutting-edge research, practical applications, industrial innovations, and future directions in machine learning for signal processing.

Topics of Interest include, but are not limited to:

• Machine Learning for Signal Processing
• Deep Learning
• Graph Representation Learning
• Large Language Models
• Kernel Methods
• Bayesian Learning
• Probabilistic Models
• Optimization Methods
• Matrix and Tensor Learning
• Federated Learning
• Distributed Learning
• Privacy-Preserving Machine Learning
• Fair and Trustworthy AI
• Multimodal Learning
• Speech and Audio Processing
• Image and Video Processing
• Biomedical Signal Processing
• Wireless Communications
• Financial Signal Processing
• Neuroscience Applications
• Environmental Signal Processing
• Machine Learning Applications in Signal Processing

Paper Submission

Authors are invited to submit original and unpublished research papers describing novel machine learning methodologies, theoretical advances, practical systems, experimental studies, and innovative applications in signal processing. Submitted manuscripts must not have been previously published or be under consideration for publication elsewhere. All submissions will undergo a rigorous peer-review process based on originality, technical quality, significance, and relevance to the workshop.

Publication

Accepted papers that are presented at the workshop will be published in the IEEE MLSP 2026 Proceedings and submitted for inclusion in the IEEE Xplore Digital Library, subject to IEEE publication policies.

Important Dates

Paper Submission Deadline	:	June 12, 2026 (Extended)
Notification of Acceptance	:	July 31, 2026
Camera-Ready Paper Due	:	To Be Announced (TBA)
Workshop Date	:	September 28 – October 1, 2026

Contact Us

User Name : laura
Posted 14-07-2026 on 23:24:05

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