Andrea Cini

About

Hi! I’m a postdoc researcher at the Graph Machine Learning Group and IDSIA, at USI. My research focuses on machine learning for time series forecasting and graph processing.

You can have a look at my CV and find an updated list of my publications on Google Scholar.

Short bio

I obtained my PhD from USI under the supervision of Prof. Cesare Alippi, with a thesis on graph deep learning methods for time series forecasting. I have been a visiting researcher at Imperial College London with Prof. Danilo Mandic and previously got my MSc and BSc in Computer Science and Engineering at Politecnico di Milano.

My research has been published in several top-tier machine learning venues, including JMLR, NeurIPS, ICML, and ICLR, where I also frequently serve as a reviewer. My work on graph-based forecasting has introduced several widely used methods and won a best paper award. I am one of the creators of Torch Spatiotemporal.