JP Morgan testing deep hedging of exotics
Neural network trained to hedge complex options using simulated data expected to go live this year
JP Morgan is testing its ‘deep hedging’ machine-learning engine to hedge cliquet options, and hopes to go live with the approach in the coming months.
The bank is trying out the methodology in its own internal books to hedge Euro Stoxx cliquets – exotic options with complex payoffs that reset according to a predetermined schedule.
The tests started in October 2021, and full implementation is expected within months, says Jason Sippel, head of global equities at the bank.
JP Morgan’s deep
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 info@risk.net or view our subscription options here: http://subscriptions.risk.net/subscribe
You are currently unable to print this content. Please contact info@risk.net to find out more.
You are currently unable to copy this content. Please contact info@risk.net 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 info@risk.net
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 info@risk.net
More on Derivatives
MTS shuts euro swap venue
Would-be challenger to Tradeweb and Bloomberg is said to have closed less than ten months after launch
Mirfendereski joins MUFG as inflation head
Former HSBC inflation chief joins Japanese bank in London after study break
Dutch pension reforms face political uncertainty
Elections cast doubt on pension funds’ ongoing transition to defined contribution structure
Euro RFR group shuts down amid ongoing benchmark uncertainty
Working group calls time on transition despite split opinion on Euribor’s long-term future
PFZW’s payout to pensioners jolts euro swap curve
Dutch retirement fund’s announcement of unexpectedly large indexation takes market by surprise
Markets Technology Awards 2024: Fixes for the ‘forgotten middle’
Vendors spy opportunity in demystifying and democratising – opening up markets and methods to new users
Bank QIS teams take zero-day options plunge
JP Morgan sees better risk/reward profile for 0DTE-based trend strategies
Three’s a crowd? Eurex and Ice battle CME for €STR trading
Chasing exchanges represent 75% of trading volume, 28% of open interest in first weeks of push
