4th Annual Machine Learning in Quantitative Finance 2022 | GFMI | 3 October 2022 | Broadway, 1700 Broadway, 11th Floor, New York City, NY, USA
Venue
Broadway
Broadway, 1700 Broadway, 11th Floor, New York City, NY, USA
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| Event Date | Mon Oct 3 EDT - Wed Oct 5 EDT (about 2 years ago) |
| Location |
Broadway
1700 Broadway, 11th Floor, New York City, NY, USA |
| Region | Americas |
Details
This GFMI conference will offer case studies on how financial firms can implement machine learning within business operations with upmost effectiveness. Solutions of how firms can increase explainability and interpretability in results of black-box algorithms within their models will be focused on.
This conference will also investigate how machine learning can be used within ESG processes and the current most effective uses of natural language processing. Furthermore, the current regulatory environment will be examined and the best practices for implementation of alternative and synthetic data will be discussed and evaluated.
Key Sessions:
Goldman Sachs
• Determine the best practices to increase explainability of machine learning models outputs
T. Rowe Price
• Understand how machine learning can best be implemented within ESG operations
Lazard Asset Management
• Acquire increased knowledge and clarity on the potential increase in new regulations of machine learning
Blackrock
• Analyze how data can be used within investment analysis and to motivate business leaders
JP Morgan
• Assess the most effective uses of natural language processing
Deutsche Bank
• Analyze how different types of data, such as alternate and synthetic, can be practically applied to business problems
Speakers
2022 Speakers
Arthur Maghakian
Managing Director, Data Science And Machine Learning, Goldman Sachs
Hamdan Azhar
Head of Data Science, Blackrock
Peng Cheng
Managing Director, Head of Big Data and AI Strategies, JP Morgan
Caio Natividade
Managing Director, Global Head of Quantitative Investment Solutions Research, Deutsche Bank
Trevor Mottl
Managing Director & Artificial Intelligence Portfolio Manager, Lazard Asset Management
Judith Gu
Managing Director, Head Equities Quantitative Strategist, US Equity Sales and Trading, Scotiabank
Amit Deshpande
Head of Fixed Income Quantitative Investments and Research, T. Rowe Price
Arik Ben Dor
Head of Quantitative Equity Research, Barclays Investment Bank