2026 IEEE International Workshop on Machine Learning for Signal Processing
When : 2026-09-28
Where : Georgia, USA
Submission Deadline : 2026-06-12
Categories : Cloud Computing Computer Science & Information Technology Soft Computing Internet Computing
https://mlsp26.ieeesps.org/
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Authors are invited to submit original and unpublished research papers describing novel machine learning methodologies, theoretical advances, practical systems, experimental studies, and innovative applications in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
For inquiries regarding paper submission, participation, registration, sponsorship, workshops, tutorials, or general conference information, please contact the IEEE MLSP 2026 Organizing Committee.
Email:
papers@mlsp26.ieeesps.org
Conference Website:
https://mlsp26.ieeesps.org/
User Name :
laura
Posted 14-07-2026 on 23:24:05
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