Talks

presentation

• Safety of machine learning and data acquisition for urban analytics and GeoAI

  Matias Quintana

  Live

• On interpretable and explainable machine learning for urban building energy modeling and calibration

  Yu Qian Ang, Nan Ma, Ming Yan

  Live

• Explainable Home Energy Management Systems based on Reinforcement Learning using Differentiable Decision Trees

  Garhya Gokhale, Bert Claessens, Chris Develder

  Live

• Beyond empirical risk: testing data-driven energy models in sparse and biased data regimes

  Hussain Kazmi, Attila Balint, Fuyang Jiang, Jilles De Blauwe, Fahad Mehmood

  Live

other

• Break

  Live

• Introduction remarks: SAFE-ENERGY

  Clayton Miller

  Live

• Panel discussion: On the trustworthiness and safety of machine learning models in regulated energy settings, and how to get there

  Live