1^st International Workshop on Challenges in Artificial Intelligence and Machine Learning for Internet of Things (AIChallengeIoT 2019)

November 10-13, 2019, New York, NY, USA.

Call for Papers

This workshop focuses on how to address the above and other unique challenges of applying AI/ML in IoT systems. We invite researchers and practitioners to submit papers describing original work, experiences, or vision related to the entire lifecycle of an IoT system powered by AI and ML.

Artificial intelligence (AI) and machine learning (ML) are key enabling technologies for many Internet of Things (IoT) applications. However, the collection and processing of data for AI and ML is very challenging in the IoT domain. For example, there are usually a large number of low-powered sensors deployed in large geographical areas with possibly intermittent network connectivity. The sensors and their collected data may be owned by different users or organizations, which can bring further obstacles to data collection due to privacy concerns and noisy labels provided by different users.

Topics of Interest :

• AI/ML in multi-agent, distributed, and decentralized settings
  
• AI/ML on low-powered and/or intermittently connected devices
  
• AI/ML with noisy and possibly adversarial data and labels
  
• Algorithms and techniques for evolving from a new system that is initially trained with only a small amount of data
  
• Algorithms and techniques for making use of data collected by geographically dispersed sensors to provide useful services through AI/ML
  
• Algorithms and techniques for reducing human effort in data labeling, including active learning
  
• Algorithms and techniques for sharing data and training AI/ML models while preserving user sensitive information, including federated learning
  
• Design and implementation of AI/ML-powered IoT systems
  
• Hardware, software, and tools for AI/ML in IoT
  
• IoT applications enabled by AI/ML
  
• Privacy and security of AI/ML in IoT

Paper Submission

Submitted papers should be previously unpublished and not currently under review by another conference or journal. As an exception, demo and poster presentations that are submitted to the main SenSys conference are allowed to submit to this workshop at the same time. All accepted regular papers and vision/position papers will be published in the conference proceedings and the ACM Digital Library.

The link for submission is:https://aichallengeiot19.hotcrp.com/

Important Dates