About the Event
The workshop will allow Columbia and Capital One researchers to meet one another, gain insight into respective research focus and expertise, and plan collaborative research projects. The event will feature lightning talks from Columbia and Capital One scientists, and roundtable discussion of topics of interest.
Areas of focus include model security and testability, symbolic and neural reasoning, causal inference, trustworthy and privacy-preserving tools for the financial services industry, measuring risk and impact in credit markets, and more.
Agenda
3:00PM | Welcome Remarks
Garud Iyengar, Senior Vice Dean of Research and Academic Programs, Columbia Engineering
Prem Natarajan, Chief Scientist & Head of Enterprise AI, Capital One
3:15PM | Lightning Talks
Rachel Cummings, Columbia Engineering | Privacy-Preserving Synthetic Data Generation
Doron Bergman, Capital One | Deep Learning Methods for Tabular Data
Richard Zemel, Columbia Engineering | A Framework for Responsible Deployment of AI
Sambit Sahu, Capital One | Areas of Research Interests in LLM Pretraining
Paul Glasserman, Columbia Business School | Backtesting and Look-Ahead Bias in LLMs
4:00PM | Round-Table Discussions
Lightning Talk speakers from Columbia and Capital One will lead roundtable discussions to discuss future research areas and plan projects in the broad area of AI and Finance.
5:00PM | Closing Remarks
Shih-Fu Chang, Dean, Columbia Engineering
Please RSVP by Tuesday, March 26th. If you are not able to RSVP but would still like to attend, please email Jessie at [email protected].
