Artificial intelligence and statistics

• Federated learning for privacy-preserving depression detection with multilingual language models in social media posts

  2024 Patterns article Psychology Mental Health via Writing Open access

  34

  citations
• Generation of harmonised pluvial flood hazard maps through decentralised analytics

  2024 Journal of Hydroinformatics article Environmental Science Flood Risk Assessment and Management Open access

  2

  citations
• Towards FAIR Data in Distributed Machine Learning Systems

  2023 Globecom conference-paper Computer Science Privacy-Preserving Technologies in Data

  1

  citations
• A step towards understanding why classification helps regression

  2023 IEEE/CVF International Conference on Computer Vision (ICCV) conference-paper Computer Science Advanced Neural Network Applications

  10

  citations
• Synthetic rainfall data generator development through decentralised model training

  2022 Journal of Hydrology article Environmental Science Hydrological Forecasting Using AI Open access

  7

  citations
• Complexity Analysis of stochastic gradient methods for PDE-constrained optimal Control Problems with uncertain parameters

  2021 ESAIM Mathematical Modelling and Numerical Analysis article Engineering Advanced Numerical Methods in Computational Mathematics Open access

  27

  citations

6 results