IAȘI AI

Daniel Voinea, the speaker for our 10th meetup will talk about traditional forecasting techniques such as ARIMA or Gaussian Processes that work well at small scale (1 series) but require human HPO and cannot "learn" from similar series.

Using deep learning, we explore solving this problem at scale (millions of time series) while trying to retain some traditional forecasting features such as confidence intervals and adding new ones: cold start forecasting, clustering via embeddings and low latency forecasting.

Agenda

• 18:15 - 18:30 - Participants gathering
• 18:30 - 18:45 - Updates from City AI community
• 18:45 - 20:00 - Learn to Predict by Daniel Voinea
• 20:00 - Networking