30th IEEE International Workshop on Machine Learning for Signal Processing (MLSP)

Machine learning, as the driving force of this wave of AI, provides powerful solutions to many real-world technical and scientific challenges. The 30th MLSP workshop, an annual event organized by the IEEE Signal Processing Society MLSP Technical Committee, will present the most recent and exciting advances in machine learning for signal processing through keynote talks, tutorials, as well as special and regular single-track sessions. Prospective authors are invited to submit papers on relevant algorithms and applications including, but not limited to:

• Learning theory and modeling
• Neural networks and deep learning
• Bayesian Learning and modeling
• Sequential learning, sequential decision methods
• Information-theoretic learning
• Graphical and kernel models
• Bounds on performance
• Source separation and independent component analysis
• Signal detection, pattern recognition and classification
• Tensor and structured matrix methods
• Machine learning for big data
• Large scale learning
• Dictionary learning, subspace and manifold learning
• Semi-supervised and unsupervised learning
• Active and reinforcement learning
• Learning from multimodal data
• Resource efficient machine learning
• Cognitive information processing
• Bioinformatics applications
• Biomedical applications and neural engineering
• Speech and audio processing applications
• Image and video processing applications
• Intelligent multimedia and web processing
• Communications applications
• Other applications including social networks, games, smart grid, security and privacy

Special Session Call for Proposals

MLSP is seeking original, high quality proposals for Special Sessions, to be included in the technical program along with the regular track. Special Sessions are expected to address research in focused, emerging, or interdisciplinary areas of particular interest, not covered already by traditional MLSP sessions. more

Paper Submission

Prospective authors are invited to submit a double column paper of up to six pages using the electronic submission procedure which will be peer-reviewed. more

Paper Publication

Accepted papers will be published on on a password-protected website that will be available during the workshop. The presented papers will be published in and indexed by IEEE Xplore.

Schedule 2020

• Special session call deadline: March 19
• Paper submission deadline: April 19
• Decision notification: June 30
• Camera-ready paper deadline: July 25
• Advance registration deadline: August 22

Organizing Committee

General Chair: Simo Särkkä (Aalto University)

Program Chairs: Lassi Roininen (Lappeenranta University of Technology), Andreas Hauptmann (University of Oulu), Manon Kok (TU Delft), Michael Riis Andersen (Technical University of Denmark), Finance Chair: Seppo Sierla (Aalto University), Publicity Chair: Arno Solin (Aalto University), Marc Van Hulle (KU Leuven), Tutorial Chair: Alexander Ilin (Aalto University), Publications Chair: Roland Hostettler (Uppsala University), Advisory Committee: Zheng-Hua Tan (Aalborg University), Murat Akcakaya (University of Pittsburgh), Bhaskar Rao (University of California San Diego), Raviv Raich (Oregon State University)