IBM, Refinitiv Partner on Machine Learning Project to Better Understand Market Correlations
The two companies are in the early stages of using causal inference to help firms build machine learning models that are better able to handle disruption from events like the Covid-19 pandemic.
The market effects of the Covid-19 outbreak have thrown off machine learning models that historically relied on correlations between different types of datasets—correlations that are no longer making sense. “We are living through an era now where all of the correlations [in machine learning models] sort of broke overnight,” says David Cox, IBM director of the MIT–IBM Watson AI Lab.
For example, before the onset of the pandemic, customers who shopped at an upscale grocery store might also have
Only users who have a paid subscription or are part of a corporate subscription are able to print or copy content.
To access these options, along with all other subscription benefits, please contact [email protected] or view our subscription options here: http://subscriptions.waterstechnology.com/subscribe
You are currently unable to print this content. Please contact [email protected] to find out more.
You are currently unable to copy this content. Please contact [email protected] to find out more.
Copyright Infopro Digital Limited. All rights reserved.
You may share this content using our article tools. Printing this content is for the sole use of the Authorised User (named subscriber), as outlined in our terms and conditions - https://www.infopro-insight.com/terms-conditions/insight-subscriptions/
If you would like to purchase additional rights please email [email protected]
Copyright Infopro Digital Limited. All rights reserved.
You may share this content using our article tools. Copying this content is for the sole use of the Authorised User (named subscriber), as outlined in our terms and conditions - https://www.infopro-insight.com/terms-conditions/insight-subscriptions/
If you would like to purchase additional rights please email [email protected]
More on Data Management
Waters Wavelength
Waters Wavelength Podcast: Episode 254 (Heads in the cloud)
This week, Tony and Shen talk about how firms approach cloud migration projects.
Subscribe to Weekly Wrap emails
Most read
- As APIs go mainstream, good management is key
- Tortoise and the hare: Nasdaq gears up for 1st migration in a long journey to AWS
- Beware the duty of care! Why a level playing field for responsible data sharing in financial services is essential
- Mainframes still mainstream: How financial markets are embracing and evolving 'legacy' IT
- Gold standard: Are golden copies losing their luster?