Talks

Conference Presentation

  • Leveraging Machine learning for Sustainable and Self-sufficient Energy Communities
    A. Faustine, L. Pereira, D. Ngondya, L. Benabbou
    NeurIPS 2020 Workshop Tackling Climate Change with Machine Learning (2021) slides link
  • UNet-NILM A Deep Neural Network for Multi-tasks Appliances State Detection and Power Estimation in NILM
    A. Faustine, L. Pereira H, Bousbiat and S. Kulkarni
    5th International Workshop on Non-Intrusive Load Monitoring (co-located with ACM BuildSys 2020 and jointly organized with the EU NILM Workshop) (2020) slides link
  • Improved Appliance Classification in NILM using Recurrence Plots and Convolutional Neural Networks
    A. Faustine, D .Deschrijver and T. Dhaene
    EU NILM Workshop, Thessaloniki, Greece (2019) slides link
  • Convolutional Neural Network for Appliance Classification in NILM
    A. Faustine
    Data Science Africa, Arusha, Tanzania (2017) slides link

Invited Talks and Workshop

  • You, Your Research and Beyond.
    A. Faustine
    Guest Lecture, University of Dodoma-CIVE (2021) slides
  • The W4H of AI for Public Good
    A. Faustine
    Guest Lecture, University of Dodoma-CIVE (2021) slides
  • Deep Neural Networks (DNN) with Energy-Based Learning
    A. Faustine
    CeADAR Technical Talk (2020) slides link
  • Machine Learning for Energy Disaggregation
    A. Faustine
    CeADAR Technical Talk (2020) slides link
  • Strategies for Structuring Machine Learning Project
    A. Faustine
    Parrotai Bootcamp CIVE (2018) slides
  • Deep Neural Networks for Sequence Models
    A. Faustine
    Parrotai Bootcamp CIVE (2018) slides
  • Machine Learning Fundamentals
    A. Faustine
    IndabaX Summer School Tanzania (2017) slides
  • Foundations of Deep Neural Networks
    A. Faustine
    IndabaX Summer School Tanzania (2017) slides
  • Deep Learning For Computer Vision
    A. Faustine
    IndabaX Summer School Tanzania (2017) slides