posted by organizer: valerieliptak || 5959 views || tracked by 10 users: [display]

SenSys-ML 2020 : SenSys-ML 2020: Workshop on Machine Learning on Edge in Sensor Systems

FacebookTwitterLinkedInGoogle

Link: https://sensysml.github.io/index
 
When Apr 21, 2020 - Apr 21, 2020
Where Sydney, Australia
Abstract Registration Due Jan 7, 2020
Submission Deadline Jan 14, 2020
Notification Due Feb 1, 2020
Final Version Due Feb 14, 2020
Categories    machine learning   sensor networks   artificial intelligence   internet of things
 

Call For Papers

The second Workshop on Machine Learning on Edge in Sensor Systems (SenSys-ML) focuses on work that combines sensor signals from the physical world with machine learning, particularly in ways that are distributed to the device or use edge and fog computing. The development and deployment of ML at the very edge remains a technological challenge constrained by computing, memory, energy, network bandwidth and data privacy and security limitations. This is especially true for battery operated devices and always-on use cases and applications. This workshop will provide a forum for sensing, networking and machine learning researchers to present and share their latest research on building machine learning enabled sensor systems. Sensys-ML focuses on providing extensive feedback on Work In Progress papers involving machine learning (TinyML/ UltraML) on sensor systems.

Workshop Topics
Topics of interest include, but are not limited to, the following:
Advancement in Hardware for enabling TinyML capabilities at the edge
System Architecture for supporting TinyML and UltraML
Parallel and Distributed Machine Learning for Sensor and Network systems
Machine Learning driven Data Analytics
System and Algorithm co-design for practical TinyML at Sensor Systems
Security and Privacy at the Edge
Video Analytics at the Edge
Validation and debugging of TinyML and UltraML
Emerging Sensing Applications using TinyML
Important Dates
Paper Abstract Submission: 7th January 2020 AoE (8th January, 2020 7:59:59am EDT on submission website)
Paper Full Submission: 14th January 2020 AoE (15th January, 2020 7:59:59am EDT on submission website)
Notification of Paper Acceptance: 1st February 2020
Camera-Ready: 14th February, 2020
Workshop Date: 21st April 2020
Submission Guidelines
Submitted papers must be unpublished and must not be currently under review for any other publication. There are two submission tracks:

Full papers, which will be eligible for publication at most 6 single-spaced 8.5” x 11” pages with 9-pt font size in two-column format, including figures and tables and references. All submissions must use the LaTeX (preferred) or Word styles found here. LaTeX submissions should use the acmart.cls template (sigconf option), with the 9-pt font, make sure to use \documentclass[9pt, sigconf]{acmart} in your document. This format will be used also for the camera-ready version of accepted papers. Papers must include authors names and affiliations for single-blind peer reviewing by the PC. Papers that do not meet the size, formatting, and anonymization requirements will not be reviewed. We require each paper to be in Adobe Portable Document Format (PDF) and submitted through the Sensys-ML HoTCRP submission site. Accepted papers will be published in the ACM Digital Library. At least one of the authors of every accepted paper must register and present the paper at the workshop. The program committee will elect one paper for the Best Paper Award.
Work In Progress, which is a presentation-only format. We request a 1 single spaced 8.5” x 11” page abstract submission. Please note that these submissions will not be published as this is a presentation-only format.

Related Resources

MLDM 2023   18th International Conference on Machine Learning and Data Mining
ICMLA 2022   IEEE International conference on Machine Learning and Applications
CFDSP 2023   2023 International Conference on Frontiers of Digital Signal Processing (CFDSP 2023)
IJCNN 2023   International Joint Conference on Neural Networks
ACM-Ei/Scopus-ITNLP 2022   2022 2nd International Conference on Information Technology and Natural Language Processing (ITNLP 2022) -EI Compendex
WSPML 2022   2022 4rd International Workshop on Signal Processing and Machine Learning (WSPML 2022)
CFMAI 2022   2022 4th International Conference on Frontiers of Mathematics and Artificial Intelligence (CFMAI 2022)
ECIR 2023   45th European Conference on Information Retrieval
MLDM 2023   18th International Conference on Machine Learning and Data Mining
EI-CFAIS 2022   2022 International Conference on Frontiers of Artificial Intelligence and Statistics (CFAIS 2022)