Development, Implementation And Management Of ML Models 2023 | Marcus Evans Group | 17 April 2023 | Royalton Park Avenue - New York , 420 Park Ave S, New York, NY 10016, United States
Venue
Royalton Park Avenue - New York
Royalton Park Avenue - New York , 420 Park Ave S, New York, NY 10016, United States
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| Event Date | Mon Apr 17 EDT - Wed Apr 19 EDT (over 1 year ago) |
| Location |
Royalton Park Avenue - New York
420 Park Ave S, New York, NY 10016, United States |
| Region | Americas |
Details
This GFMI industry-working group will offer case studies on how financial firms have overcome challenges when applying machine learning in model development. The significant challenges that will be addressed will be that of data bias and explainability; Experts in the field will discuss solutions such as the introduction of hyper parameters, the utilization of traditional models and ensuring adequate infrastructure to monitor machine learning models is in operation. Focus will also be drawn to ensuring delegates gain practical knowledge to ensure that their models will fall in line with regulations, allowing for the establishment of more robust and accurate models.
Speakers
2023 Speakers
Chu, Sai-Cheong (Arnold)
Principal Financial Analyst, Federal Housing Finance Agency
Arthur Maghakian
Managing Director, Data Science and Machine Learning, Goldman Sachs
Mohit Dhillon
Managing Director, Head of Credit Risk Modeling, Barclays
Alexey Levkov
Managing Director, Head of Quantitative Analysis, BNY Mellon
Jing Zou
Managing Director, Model Risk Management, Royal Bank of Canada
Nengfeng Zhou
Senior Lead Quantitative Analytics Consultant, Wells Fargo
Hakan Gogtas
Head of the US Model Validation, Deutsche Bank
Sami Haddad
Director, Model Governance, BMO
Dr. Miquel Noguer i Alonso
Founder, Artificial Intelligence Finance Institute
Liming Brotcke
Senior Director, CCB BL Risk, Ally
Gavin Xu
Global Head of Credit and Balance Sheet Management Models, HSBC
Mohammed Rab
Senior Vice President, Model Validation Manager, Bank OZK
David Wang
Managing Director, Artificial Intelligence and Financial Engineering, State Street Corporation
Dr. Joseph Breeden
Chief Executive Officer, Prescient Models LLC
Peter Zhang
Financial Modeling Expert
Sebastiano Silla
Director, Model Risk Operations, Reporting and Oversight, BMO
David Asermely
Global Lead, Model Risk Management, SAS
Mehdi Esmail
Co-founder and Chief Product Officer, Validmind
Chris Brophy
Senior Principal Industry Consultant, Banking, SAS Institute
Sponsors & Partners
2023 Sponsors and Partners
SPONSORS:
• Valid Mind
• SAS
MEDIA PARTNERS:
• Financial IT
• Global Risk Community
• MRMIA