Explaining the reliability of algorithms to humans

Jose Antonio Rodriguez Serrano

Data Processing

Machine learning systems have a problem: they are imperfect and can sometimes err. And we humans have a problem too: we are not yet used to working with imperfect results. In 2018, coinciding with the Football World Cup, a company ventured to forecast the probabilities of each team becoming champion -the original report is not available but you can still …

What we saw (and what we showed) at KDD 2019

Jose Antonio Rodriguez Serrano and Axel Brando

D&A was there

One of our first and most successful applications of machine learning to a retail financial tool included in the BBVA app is that which allows customers to know a forecast of recurring expenses and incomes for next month. Knowing what day you will receive the car insurance charge or a recurring transfer -and its amount- is key to manage your …