Connectionists: Call for papers: IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2020)
2020 IEEE International Workshop on Machine Learning fo Signal Processing
mlsp at neuro.kuleuven.be
Mon Mar 9 09:57:30 EDT 2020
*IEEE International Workshop on****
MACHINE LEARNING FOR SIGNAL PROCESSING****
September 21–24, 2020 Aalto University, Espoo, Finland*
https://ieeemlsp.cc <https://ieeemlsp.cc/>
*MLSP 2020*
Download poster <https://ieeemlsp.cc/assets/MLSP2020_call_for_papers.pdf>
*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.
More details <https://ieeemlsp.cc/special-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
peer-reviewed.
More details <https://ieeemlsp.cc/paper-submission/>
*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)
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