Summary
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.
Important Dates
Paper & Demo
Submission deadline:
June 15, 2023 (AoE)
July 14, 2023 (AoE)
Travel Grant Application deadline:
July 20, 2023 (AoE)
Notification of acceptance: July 31, 2023 (AoE)
August 3, 2023 (AoE)
Camera-ready Submission:
August 18, 2023 (AoE)
Registration opens:
July 26, 2023
Workshop date:
September 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 6 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 double-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
Thanks to the Luxembourg National Research Fund (FNR)'s, RESCOM scientific events grant, we are able to offer a maximum of 3,000 Euros as a travel grant 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 THIS form. We encourage all eligible applicants to apply.
Speakers
Keynote speakers

Djamila Aouada
Professor at SnT UL, Luxembourg

Jean Vanderdonckt
Professor at UCLouvain, Belgium

Janin Koch
Professor, Inria Saclay, France
Tutorials

Ludovik Coba
Machine Learning Scientist, Expedia, UK
Interpretability of Machine Learning Models

Jonathan K. Kummerfeld
Professor, University of Sydney, Australia
Collaborative Human-AI Systems for Databases, Diplomacy, and more
Organizers
Workshop organizing team

Bereket YILMA
University of Luxembourg, Luxembourg
Program Chair

Surafel LAKEW
Amazon AWS AI Labs, USA

Alina KARAKANTA
University of Leiden, Netherlands

Yogesh VIRKAR
Amazon AWS AI Labs, USA

Laura PLEIN
Luxembourg Tech School asbl, Luxembourg

Mateusz DUBIEL
Unversity of Luxembourg, Luxembourg
Student Volunteers
SVs
- Guillaume Ballinger, University of Luxembourg
- Matteo Francesco Vitellaro, University of Luxembourg
- Eliott Bonte, University of Luxembourg
- Stefan Jovanovic, University of Luxembourg
- Mika Beckerich, University of Luxembourg
Program Committee
PC Members
- Luis A. Leiva, University of Luxembourg, Luxembourg
- Ioannis Arapakis, Telefónica Research, Spain
- Lei Li, Hong Kong Baptist University (HKBU), Hong Kong
- Nuwan Attygalle, HICUP Lab, University of Primorska, Slovenia
- Marcelo Romero, DropTeam Paris, France
- Marco Gaido, Fondazione Bruno Kessler (FBK) & Unversity of Trento, Italy
- Yue Jiang, Aalto University and Finnish Center for Artificial Intelligence (FCAI), Finland
- Vevake Balaraman, Alana AI, UK
- Amr Gomaa, German Research Center for Artificial Intelligence (DFKI), Germany
- Xingjiao Wu, East China Normal University, China
- Yonas Tefera, Istituto Italiano di Tecnologia (IIT), Italy
- Yaesol Kim, Istituto Italiano di Tecnologia (IIT), Italy
- Stephan Sigg, Aalto University, Finland
- Sara Papi, Fondazione Bruno Kessler (FBK) & Unversity of Trento, Italy
- Beatrice Savoldi, Fondazione Bruno Kessler (FBK) & Unversity of Trento, Italy
- Roderick Murray-Smith, University of Glasgow UK
- Eliezer Silva, Getúlio Vargas Foundation /FGV, Rio de Janeiro, Brazil
- Alessandra Cervone, Amazon Alexa AI, USA
- Gilles Bailly, ISIR Laboratory (Multi-Scale Interaction team),Sorbonne Université, France
- Sven Mayer, LMU Munich, Germany
- Matteo EL HARIRY, University of Luxembourg, Luxembourg
- Flor Miriam Plaza-del-Arco , Bocconi University, Milan, Italy.
Event Venue
Event venue location info and gallery
University of Luxembourg, Belval Campus
Founded in 2003, the University of Luxembourg is the only public university of the Grand Duchy of Luxembourg. Multilingual, international and research-oriented, it is also a modern institution with a personal atmosphere. The multicultural country is home to the Financial Centre, to European Union Institutions and international enterprises.
Our workshop will take place from September 04 - 06, 2023 at the Belval campus (MSA building Auditorium 3.500) located in the city of Esch-sur-Alzette , Luxembourg’s second largest city which was the European Capital of Culture in 2022.
Sponsors

Contact Us
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Address
Maison du Nombre 6, Avenue de la FonteL-4364, Esch-sur-Alzette, Luxembourg