Category Archives: Machine learning

Forecasting hierarchical time series using deep learning in a commercial setting

Note: This article was originally written for another purpose but I thought I’d publish a copy on my blog too. A recent paper by Mancuso, Piccialli, and Sudoso, titled A machine learning approach for forecasting hierarchical time series (May 2021) showed success in hierarchical time-series forecasting in the Italian retail sector. Experiment setup The purposeContinue reading “Forecasting hierarchical time series using deep learning in a commercial setting”

The state of machine learning and AI (Part I)

I thought it time I returned to some of my other areas of interest prior to discovering cryptocurrencies. And I thought I’d kick it off by doing a round up of what the current state of machine and AI research is. Before diving in, let’s start with setting the background. Background Machine learning is anContinue reading “The state of machine learning and AI (Part I)”