Capital One AI Research
We’re advancing the state of the art in AI for financial services.
Recent research publications
Neural Gaussian Process
Gaussian Process Neural Additive Models. Presented at AAAI.
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Explanation to action
An end-to-end human-in-the-loop framework for Anomaly Reasoning and Management. Presented at ICAIF 2023.
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Scalable Graph Transformers
A global transformer on large-scale graphs. Presented at ICML 2023.
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VLM interpretability
Identifying interpretable subspaces in image representations.
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Self-supervised representations
Adapting self-supervised representations to multi-domain setups. Current state-of-the-art self-supervised approaches.
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Tabular deep learning
A performance-driven benchmark for feature selection in tabular deep learning. Presented at NeurIPs.
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Where to find us
ICLR 2024
Date: May 7 – 11, 2024
Location: Messe Wien Exhibition and Congress Center, Vienna, Austria
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NAACL 2024
Date: June 16 – 21, 2024
Location: Mexico City, Mexico
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ICML 2024
Date: July 21 – 27, 2024
Location: Messe Wien Exhibition Congress Center, Vienna, Austria
Stop by the Capital One booth (#102) to learn about our latest work and meet our researchers!
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ACM KDD 2024
Date: August 25 – 29, 2024
Location: Barcelona, Spain
Check out the 2024 KDD workshop on machine learning in finance
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Academic centers of excellence
Partnerships & Community
UMD Center for Machine Learning
Capital One supports research advancements with the Center for Machine Learning.
PhD & faculty collaborations
Capital One PhD fellows
Capital One PhD fellows: Capital One offers PhD fellowships to promising researchers.
Applied Research PhD Internship Program
Full-time, 12 week, summer applied research experience, discovering solutions to real world, large-scale problems.
Faculty collaborations
Capital One partners with leading academic experts on research areas of mutual interest.
Tech Blog
Machine Learning
Highlights from the NeurIPS applied research conference
Machine Learning
Machine learning's impact on finance: A research summary
Machine Learning
Capital One joins the Partnership on AI (PAI)
Machine Learning
Launching the Capital One Hub UVA School of Data Science
Tech careers at Capital One
Building the next generation of AI talent
At Capital One, you will help bring the transformative power of emerging AI capabilities to advance our mission to change banking for good and help improve the financial lives of millions of customers.