AI model uses quantum maths to learn like a human
Could the next big breakthrough in machine learning come from the world of finance?
Two hedge fund quants say they have built a machine learning model that — like humans — is able to learn broad ideas from small amounts of data.
Kharen Musaelian and Dario Villani – co-founders of artificial intelligence hedge fund Duality Group, and recipients of Risk’s 2016 Buy-side quants of the year award – say that by using the maths of quantum mechanics to encode data in a richer form, they have created a model with the capacity for abstraction and analogy that might unlock true quantum
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.
As outlined in our terms and conditions, https://www.infopro-digital.com/terms-and-conditions/subscriptions/ (point 2.4), printing is limited to a single copy.
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. As outlined in our terms and conditions, https://www.infopro-digital.com/terms-and-conditions/subscriptions/ (clause 2.4), an Authorised User may only make one copy of the materials for their own personal use. You must also comply with the restrictions in clause 2.5.
If you would like to purchase additional rights please email info@risk.net
More on Investing
Yen rise spurs Japanese rates market surge
Traders are moving on an expectation of increased yen volatility in 2025
Diversification of LDI liquidity buffers sparks debate
Funds using credit assets to top up collateral waterfall, but some risk managers are sceptical
Calpers adds machine learning specialist Simonian
Champion of using AI and game theory in investing risk management joins US public fund
Lots to fear, including fear itself
Binary scenarios for key investment risks in this year’s Top 10 are worrying buy-siders
Risk.net’s top 10 investment risks for 2025
Fresh concerns this year include a trade war, a stock market crash and growing social discord
Review of 2024: as markets took a breather, firms switched focus
In the absence of major crises and rules deadlines, financial firms revamped strategy, services and practices
Pimco and Vanguard slash FX forwards trading with BNP Paribas
Counterparty Radar: French bank sees its notional with mutual funds halve
BlackRock on how modern portfolio theory is misunderstood
Standard asset allocation is likely sub-optimal in a changing world, say strategists
