Call for papers The 1st The 1st International Workshop on Human-in-the-Loop Applied Machine Learning (HITLAML) September 04 - 06, 2023 - Belval, Luxembourg
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Bereket A. YILMA
Mar 18, 2023, 12:38:47 AM3/18/23
to Machine Learning News
The 1st The 1st International Workshop on Human-in-the-Loop Applied Machine Learning (HITLAML) will be held in Belval, Luxembourg, September 04 - 06, 2023 - Belval, Luxembourg.
Workshop Website: https://hitlaml.uni.lu
About the Workshop
Recent advances in applied Machine Learning (ML) are increasingly involving humans, in data processing, model training, inference, and system design and practical application areas. Improving model predictions, and creating a seamless interaction between humans and ML systems are the two main reasons for Human-in-the-Loop applied ML (HITLAML). For instance, ML models are deployed for designing conversational agents (CA), Adaptive User Interfaces (AUI) and diverse Human-computer interaction (HCI) applications. ML research, particularly Computer Vision (CV) and Natural Language processing (NLP) have enjoyed enormous success over the past decade. Advances in NLP have shown great relevance for various downstream tasks such as language generation, personalisation and recommender systems. Similarly autonomous vehicles, medical imaging, facial recognition, pose tracking and interactive entertainment are among the areas where cross-domain adoption of CV has gained momentum.
The aim of this interdisciplinary workshop is to put a spot-light on recent advances and practical applications of ML involving humans. The workshop calls participants for submission on topics including, human-in-the-loop NLP, CV, HCI, and other practical applications of ML such as recommender systems, personalization.
Theme of Submission
The workshop has an interdisciplinary theme and welcomes submissions of works involving practical applications of Machine learning in HCI context. The relevant themes include but not limited to:
Paper & Demo Submission deadline: May 30th, 2023 (AoE)
Notification of acceptance: July 15th, 2023
Registration opens: July 26th, 2023 (#Free of Charge)
Workshop date: Septemeber 04 - 06, 2023
SUBMISSION GUIDELINES
Submission format: Submissions for contributing papers must be original (i.e., not submitted to any other venue) and are required to be in CEUR format (see: HOW TO SUBMIT ) with 4 pages + references (including acknowledgements +supplementary material if necessary).
Previously published articles or preliminary works can also be submitted in the form of extended abstracts (2 pages + references).
Submission link: Submissions are to be made via Microsoft CMT: HERE
The review process: The review process will be carried out as single-blind.
Publication: Accepted papers will be published in CEUR. Accepted publications will also be invited to submit an extended version, which will be published on [ACM] proceedings.
TRAVEL GRANT
Depending on funding Travel grants may be available to PhD students and young researchers with accepted papers to support attendance. If you are interested in applying for a travel grant, please fill out the application form on the website. We encourage all eligible applicants to apply.
ORGANIZERS
Workshop Website: https://hitlaml.uni.lu
About the Workshop
Recent advances in applied Machine Learning (ML) are increasingly involving humans, in data processing, model training, inference, and system design and practical application areas. Improving model predictions, and creating a seamless interaction between humans and ML systems are the two main reasons for Human-in-the-Loop applied ML (HITLAML). For instance, ML models are deployed for designing conversational agents (CA), Adaptive User Interfaces (AUI) and diverse Human-computer interaction (HCI) applications. ML research, particularly Computer Vision (CV) and Natural Language processing (NLP) have enjoyed enormous success over the past decade. Advances in NLP have shown great relevance for various downstream tasks such as language generation, personalisation and recommender systems. Similarly autonomous vehicles, medical imaging, facial recognition, pose tracking and interactive entertainment are among the areas where cross-domain adoption of CV has gained momentum.
The aim of this interdisciplinary workshop is to put a spot-light on recent advances and practical applications of ML involving humans. The workshop calls participants for submission on topics including, human-in-the-loop NLP, CV, HCI, and other practical applications of ML such as recommender systems, personalization.
Theme of Submission
The workshop has an interdisciplinary theme and welcomes submissions of works involving practical applications of Machine learning in HCI context. The relevant themes include but not limited to:
- Human-in-the-loop NLP
- Language Modeling for downstream tasks
- Machine Translation
- Conversational Agents
- Human-in-the-loop CV
- Gesture recognition
- Motion Detection
- Pose Estimation
- HCI
- Emotion recognition using EEG, FNIRS, Eye tracking
- Brain computer interfaces (BCI)
- Bio-signal processing
- Mouse tracking
- Adaptive User Interfaces (AUI)
- Applied ML
- Recommender Systems, Personalization
- Applied ML in Health care
- Applied ML in digital arts and cultural Heritage
- Applied ML in Economics and Finance
- Applied ML in Transportation and Logistics
- Ethical considerations in applied ML.
Paper & Demo Submission deadline: May 30th, 2023 (AoE)
Notification of acceptance: July 15th, 2023
Registration opens: July 26th, 2023 (#Free of Charge)
Workshop date: Septemeber 04 - 06, 2023
SUBMISSION GUIDELINES
Submission format: Submissions for contributing papers must be original (i.e., not submitted to any other venue) and are required to be in CEUR format (see: HOW TO SUBMIT ) with 4 pages + references (including acknowledgements +supplementary material if necessary).
Previously published articles or preliminary works can also be submitted in the form of extended abstracts (2 pages + references).
Submission link: Submissions are to be made via Microsoft CMT: HERE
The review process: The review process will be carried out as single-blind.
Publication: Accepted papers will be published in CEUR. Accepted publications will also be invited to submit an extended version, which will be published on [ACM] proceedings.
TRAVEL GRANT
Depending on funding Travel grants may be available to PhD students and young researchers with accepted papers to support attendance. If you are interested in applying for a travel grant, please fill out the application form on the website. We encourage all eligible applicants to apply.
ORGANIZERS
- Bereket A. YILMA, University of Luxembourg
- Surafel M. LAKEW, Amazon AWS AI Labs
- Alina KARAKANTA, University of Leiden, Netherlands
- Yogesh VIRKAR, Amazon AWS AI Labs
- Laura PLEIN, Luxembourg Tech School asbl, Luxembourg
- Mateusz DUBIEL Unversity of Luxembourg, Luxembourg
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