How is Experian cracking open the ‘Black Box’ of Machine Learning?
Davide Boselli, Senior Regulatory Analytics Consultant EMEA for Experian, explores this topic in a new article published on the RiskMinds365 website. Entitled ‘Cracking open the black box: New generation machine learning models and regulatory analytics’ the article explores a variety of challenges and opportunities related to Machine Learning and regulatory analytics.
‘The main challenge is to be able to track the process that we follow using ML. This is because ML can sometimes be perceived as a ‘black box’ – impossible to look into – and from the regulatory point of view, it’s very important to be able to track the process that we follow in ML,’ says Davide in the article, adding ‘it is important that the auditor can look into the process of the model development, to be sure it meets the appropriate requirements.’ He goes on to describe new ML models, and the specific ways that Experian is approaching ML and regulatory analytics to help ‘crack’ the impenetrable ‘black box’ and enable financial and other institutions to derive the most from their regulatory analytics initiatives.
Thought leadership at RiskMinds International
Davide will be speaking as part of RiskMinds International on 3 December 2019 at 9:30. RiskMinds International is the flagship event on every aspect of risk, attracting 800+ attendees who are CROs or other C-level risk professionals. As a Partner of RiskMinds International, Experian is pleased to offer a 20% discount upon registration. Simply use code FKN2594EXPN when registering at our (unique) link here.
We hope to see you at RiskMinds International 2-6 December, Hotel Okura Amsterdam. Please join us at Stand #19 to see a demo of our new Experian for Regulatory Analytics solutions including Ascend Regulatory. You will also have the opportunity to be amongst the first to read our upcoming White Paper on Regulatory Analytics.