Machine Learning for Signal Processing Call for Papers

IEEE International Workshop on 
September 21-24, 2020 Aalto University, Espoo, Finland

MLSP 2020

Call for Papers
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.

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

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), 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)