Category Archives: Publications

ISF 2020: A geometry inspired hierarchical forecasting methodology

The slides for my presentation at the International Symposium on Forecasting 2020 are available here. Building on the work by Pangiotelis et al. (2020) we investigate the implications of the geometric interpretation of hierarchical forecasting further. We propose a new framework for generating hierarchical forecasts, which encompasses previous hierarchical methods while providing insights on their… Read More: ISF 2020: A geometry inspired hierarchical forecasting methodology »

OR62 -The quest for greater forecasting accuracy: Perspectives from Statistics & Machine Learning

Together with Devon Barrow and Sven Crone, we gave a talk at the recent OR 62 conference, moderated by Christina Phillips. The topic was: “The quest for greater forecasting accuracy: Perspectives from Statistics & Machine Learning”. I have worked with both Devon and Sven in the past years and the three of us share quite… Read More: OR62 -The quest for greater forecasting accuracy: Perspectives from Statistics… »

Forecasting Forum Scandinavia – first workshop!

Last week we run the first workshop of the Forecasting Forum Scandinavia, hoping to start an ongoing discussion between academia and practice around forecasting and predictive analytics. The vision is for this to be the catalyst in: providing innovative solutions to real business problems, at a rigorous scientific standard; shorten the path to implementing innovative… Read More: Forecasting Forum Scandinavia – first workshop! »

Forecasting keynote at AMLC 2019

A few weeks ago I gave a talk at Amazon’s 2019 AMLC in Seattle. The talk was focused on current research in temporal and cross-temporal hierarchies. People who have been following my blog will be familiar with the topic and recent advances. This talk is different in the sense that it does not go in… Read More: Forecasting keynote at AMLC 2019 »