Publications

• Human-Aware Design for Transferring Knowledge During Human-AI Co-Learning Authors:
  Dimitrios Koutrintzes, Christos Spatharis, and Maria Dagioglou
• THE CAPCO INSTITUTE JOURNAL OF FINANCIAL TRANSFORMATION Authors:
  Magnus S Westerlund,Elisabeth Hild, Apostolos Tsolakis Roberto V. Zicari
• Growing Tiny Networks: Spotting Expressivity Bottlenecks and Fixing Them Optimally Authors:
  Manon Verbockhaven, Théo Rudkiewicz, Sylvain Chevallier, Guillaume Charpiat
• Effective ML Model Versioning in Edge Networks Authors:
  Fin Gentzen, Mounir Bensalem and Admela Jukan
• Growth strategies for arbitrary DAG neural architectures Authors:
  Stella Douka, Manon Verbockhaven, Théo Rudkiewicz, Stéphane Rivaud, François P. Landes, Sylvain Chevallier, Guillaume Charpiat
• PETRA: Parallel End-to-end Training with Reversible Architectures Authors:
  Stéphane Rivaud · Louis Fournier · Thomas Pumir · Eugene Belilovsky · Michael Eickenberg · Edouard Oyallon
• Xpression: A Unifying Metric to Optimize Compression and Explainability Robustness of AI Models Authors:
  Eric Arazo, Hristo Stoev, Cristian Bosch, Andrés L. Suárez-Cetrulo & Ricardo Simón-Carbajo
• Towards Smart Microfarming in an Urban Computing Continuum Authors:
  Marla Grunewald, Mounir Bensalem, Jasenka Dizdarević, Admela Jukan
• On the Reliability of Artificial Intelligence Systems Authors:
  Stasinos Konstantopoulos
• Comparing Prior and Learned Time Representations in Transformer Models of Timeseries Authors:
  Natalia Koliou, Tatiana Boura, Stasinos Konstantopoulos, Georgios Meramveliotakis, George Kosmadakis
• Values-aligned, responsible sharing (VaRS): A methodology and a blue-print Authors:
  Alexandros Nousias, Maria Dagioglou, Georgios Petasis
• DriftMoE: A Mixture of Experts Approach to Handle Concept Drifts Authors:
  Miguel Aspis, Sebastián A. Cajas Ordónez, Andrés L. Suárez-Cetrulo, Ricardo Simón Carbajo
• Automatic sleep scoring for real-time monitoring and stimulation in individuals with and without sleep apnea Authors:
  Martín Esparza-Iaizzo, María Sierra-Torralba, Jens G. Klinzing, Javier Minguez, Luis Montesano, and Eduardo López-Larraz
• A Systematic Evaluation of Self-Supervised Learning for Label-Efficient Sleep Staging with Wearable EEG Authors:
  Emilio Estevan, María Sierra-Torralba, Eduardo López-Larraz, Luis Montesano
• PrototypeNAS: Rapid Design of Deep Neural Networks for Microcontroller Units Authors:
  Mark Deutel, Simon Geis, and Axel Plinge
• Efficient Self-Learning and Model Versioning for AI-native O-RAN Edge Authors:
  Mounir Bensalem, Fin Gentzen, Tuck-Wai Choong, Yu-Chiao Jhuang, Admela Jukan, Jenq-Shiou Leu
• Evaluating Transparency in the Development of Artificial Intelligence Systems: A Systematic Literature Review Authors:
  Giulia Karanxha, Paulinus Ofem
• Evaluating Transparency in Artificial Intelligence Systems with the Z-Inspection® Process for Trustworthy Assessment Authors:
  Giulia Karanxha, Paulinus Ofem
• Recent Trends in Edge AI: Efficient Design, Training and Deployment of Machine Learning Models Authors:
  Mark Deutel, Maen Mallah, Julio Wissing, Stephan Scheele
• The Role of Continual Learning in the Cloud-Edge Continuum: A Review on Efficiency and Trustworthiness Authors:
  Andrés L Suárez-Cetrulo, Rajnish Rakholia, Miguel Aspis, Jaydeep Samanta, Cristian Bosch, Ricardo Simón Carbajo
• A growing concept history of recurring classifiers for high-frequency data streams Authors:
  Andrés L. Suárez-Cetrulo, Alejandro Cervantes, David Quintana
• Model Checking in Federated Learning-Based Smart Advertising Authors:
  Rasool Seyghaly, Jordi Garcia, Xavi Masip-Bruin
• Federated Graph Representation Learning for Online Student Performance Analysis Authors:
  Rasool Seyghaly, Jordi Garcia, Xavi Masip-Bruin