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Machine Learning In Finance Conference
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| With Sebastian Gehrmann (Head of Responsible AI, Bloomberg), Anderson Schneider (Dir., Morgan Stanley), Christopher Lam (CEO, Epistam AI), Deniz Ayvaz (Data Scientist, PwC), Sudheer Chava (Prof. Finance, Georgia Tech). |
| Columbia, 2920 Broadway, Lerner Hall |
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Sep 25 (Thu) , 2025 @ 08:00 AM
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$90 |
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/-73.96395111,40.80694199,13,0,0/550x200?access_token=pk.eyJ1IjoiZ2FyeXNndWlkZSIsImEiOiJjamtobmRiYmgwb3gwM3F1a2o2Mmd0YWw3In0.DinA62CR3-OKtf3axa5O7Q)
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| DETAILS |
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Agenda
8:00 AM - 9:00 AM
Check In/Breakfast
9:00 AM - 9:45 AM
Talk: Sebastian Gehrmann (Head of Responsible AI, Bloomberg)
Mitigating AI Content Risks in Finance
9:45 AM - 10:30 AM
Talk: Christopher Lam (Epistam.ai)
Debiasing Alternative Data for Credit Underwriting Using Causal Inference
10:30 AM - 11:00 AM
Break
11:00 AM - 11:45 AM
Talk: Eva Elisabeth Flonner (Uni. of Applied Sciences Wiener Neustadt)
Robust financial calibration: A Bayesian approach for Neural SDEs
11:45 AM - 12:30 PM
Talk: Felix Drinkall (University of Oxford)
Stories that (are) Move(d by) Markets: A Causal Exploration of Market Shocks & Semantic Shifts across Different Partisan Groups
12:30 PM - 1:45 PM
Lunch/Poster Session
1:45 PM - 2:30 PM
Talk: Deniz Sezin Ayvaz (PwC UK)
Applying Fairness in Multi-Label ML for Financial Transaction Modelling
2:30 PM - 3:15 PM
Talk: Sudheer Chava (Georgia Tech Scheller College of Business)
Beyond the Reported Cutoff: Temporal & Cross-Sectional Knowledge Biases of LLMs in Financial Domains
3:15 PM - 3:30 PM
Break/Poster Session
3:30 PM - 4:15 PM
Talk: Silvia Bartolucci (University College London)
Deep Learning for Limit Order Book Forecasting
4:15 PM - 5:00 PM
Talk: Anderson Schneider (Morgan Stanley)
Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting
5:00 PM - 7:00 PM
Closing Remarks/Wine Reception
Hosted by The Center of AI in Business Analytics & FinTech at The Fu Foundation School of Engineering & Applied Science (SEAS/IEOR); The Data Science Institute (DSI) at Columbia University; & Bloomberg.
The 11th Annual Bloomberg-Columbia Machine Learning in Finance Conference will be held at Columbia University under the auspices of the Financial & Business Analytics Center, one of the constituent centers in the DSI, & the Center for Financial Engineering.
Breakfast & lunch will be provided. There will also be regular coffee breaks throughout the day & a wine & cheese reception after the event.
Event Details
Location: Lerner Hall at Columbia University (2920 Broadway, at 115 Street New York, NY 10027) Check-in will be street side. Please bring your government-issued ID.
Agenda, speakers, & abstracts
Timing: Doors open for check-in at 8:00 AM ET. The first talk will begin at 9:00 AM ET.
The early registration rate closed on August 29th at 11:59 PM ET
Register today using the early registration rates below:
Corporate Delegates: $250 ($300)
Academics, Alumni, & Non-Columbia Students*: $100 ($125)
Current Columbia Students*: $60 ($75)
*Those availing of student rates will be required to show a valid student ID at the event.
Refund Policy: No refunds after August 29th, 2025.
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