CB Profile - Mathematics & Statistics | McMaster University

Anastasis Kratsios

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Title:

Assistant Professor

Office:

HH 416

Phone:

(905) 525 9140 ext. 27304

Fax:

(905) 522-0935

Email:

...

Website:

https://anastasiskratsios.github.io/

I develop and study universal deep learning models capable of leveraging geometric structures in mathematical finance and data science problems.

Research Interests:

Financial Mathematics, Geometric Deep Learning, Foundations of Artificial Intelligence

2022/2023
MFM 703
MFM 713

A. Kratsios, L. Papon: Universal Approximation Theorems for Differentiable Geometric Deep Learning, JMLR - Journal of Machine Learning Research, 2022.
A. Kratsios, B. Zamanlooy, I. Dokmanic, T. Liu: Universal Approximation Under Constraints is Possible with Transformers, ICLR - International Conference on Learning Representations, 2022 Spotlight.
A. Kratsios and C. Hyndman: NEU: A Meta-Algorithm for Universal UAP-Invariant Feature Representation, JMLR - Journal of Machine Learning Research - Volume 22, 2021.

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Mailing Address

Department of Mathematics & Statistics
McMaster University
Hamilton Hall, Room 218
1280 Main Street West
Hamilton, Ontario, Canada
L8S 4K1

Contact Information

Office Hours:
8:30 a.m. - 12:00 p.m.
1:00 p.m. - 4:30 p.m.
Telephone Inquiries:
+1 (905) 525-9140 ext.27034
Undergrad Email Inquiries:
undergrad@math.mcmaster.ca

Mailing Address

Department of Mathematics & Statistics
McMaster University
Hamilton Hall, Room 218
1280 Main Street West
Hamilton, Ontario, Canada
L8S 4K1

Contact Information

Office Hours:
8:30 a.m. - 12:00 p.m.
1:00 p.m. - 4:30 p.m.
Telephone Inquiries:
+1 (905) 525-9140 ext.27034
Undergrad Email Inquiries:
undergrad@math.mcmaster.ca