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Geometric Deep Learning, Universal Approximation, Deep Learning, Approximation Theory, Machine Learning, Mathematical Finance, General Topology
Switzerland

Activities

Employment (3)

McMaster University: Hamilton, CA

2022-09-01 to present | Assistant Professor (Mathematics and Statistics)
Employment
Source: Self-asserted source
Anastasis Kratsios

University of Basel: Basel, CH

2021-07-12 to present | Senior Researcher (Departement Mathematik und Informatik)
Employment
Source: Self-asserted source
Anastasis Kratsios

ETH Zurich: Zurich, CH

2018-11-26 to 2021-07-01 | Postdoctoral Fellow (Mathematics)
Employment
Source: Self-asserted source
Anastasis Kratsios

Education and qualifications (5)

Universität Basel: Basel, Basel-Stadt, CH

2021-08-01 to present | Postdoctoral Researcher (Mathematik und Informatik)
Qualification
Source: Self-asserted source
Anastasis Kratsios

ETH Zurich: Zurich, Zurich, CH

2018-11-23 to 2021-07-31 | Postdoctoral Researcher (Mathematics)
Qualification
Source: Self-asserted source
Anastasis Kratsios

Concordia University: Montreal, QC, CA

2014-09-01 to 2018-08-27 | PhD (Mathematics and Statistics)
Education
Source: Self-asserted source
Anastasis Kratsios

Université de Montréal: Montreal, QC, CA

2012-09-03 to 2014-09 | M.sc. Mathématiques Pures (Mathématiques et de Statistique)
Education
Source: Self-asserted source
Anastasis Kratsios

Concordia University: Montreal, QC, CA

2009-08-01 to 2012-05-01 | B.A. Pure and Applied Mathematics (Mathematics and Statistics)
Education
Source: Self-asserted source
Anastasis Kratsios

Works (10)

Designing universal causal deep learning models: The geometric (Hyper)transformer

Mathematical Finance
2024-04 | Journal article
Contributors: Beatrice Acciaio; Anastasis Kratsios; Gudmund Pammer
Source: check_circle
Crossref

Generative OrnsteinUhlenbeck Markets via Geometric Deep Learning

2023 | Book chapter
Contributors: Anastasis Kratsios; Cody Hyndman
Source: check_circle
Crossref

WITHDRAWN: A canonical transform for strengthening the local Lp-type universal approximation property

Journal of Approximation Theory
2022-01 | Journal article
Contributors: Anastasis Kratsios; Behnoosh Zamanlooy
Source: check_circle
Crossref

NEU: A Meta-Algorithm for Universal UAP-Invariant Feature Representation

Journal of Machine Learning Research
2021 | Journal article
URI:

http://jmlr.org/papers/v22/18-803.html

Source: Self-asserted source
Anastasis Kratsios

Optimizing Optimizers: Regret-optimal gradient descent algorithms

Proceedings of Thirty Fourth Conference on Learning Theory
2021 | Conference paper
URI:

https://proceedings.mlr.press/v134/casgrain21a.html

Source: Self-asserted source
Anastasis Kratsios

The Universal Approximation Property

Annals of Mathematics and Artificial Intelligence
2021-06 | Journal article
Contributors: Anastasis Kratsios
Source: check_circle
Crossref

Lower-Estimates on the Hochschild (Co)Homological Dimension of Commutative Algebras and Applications to Smooth Affine Schemes and Quasi-Free Algebras

Mathematics
2021-01-27 | Journal article
Contributors: Anastasis Kratsios
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Non-Euclidean Universal Approximation

Advances in Neural Information Processing Systems
2020 | Conference paper
URI:

https://proceedings.neurips.cc/paper/2020/file/786ab8c4d7ee758f80d57e65582e609d-Paper.pdf

Source: Self-asserted source
Anastasis Kratsios

Deep Arbitrage-Free Learning in a Generalized HJM Framework via Arbitrage-Regularization

Risks
2020-04 | Journal article | Author
Contributors: Anastasis Kratsios; Cody Hyndman
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 5)‎

The entropic measure transform

Canadian Journal of Statistics
2020-02-11 | Journal article
Part of ISSN: 0319-5724
Contributors: Renjie Wang; Cody Hyndman; Anastasis Kratsios
Source: Self-asserted source
Anastasis Kratsios via Crossref Metadata Search
grade
Preferred source (of 2)‎

Peer review (9 reviews for 6 publications/grants)

Review activity for Annals of mathematics and artificial intelligence. (1)
Review activity for Journal of optimization theory and applications. (1)
Review activity for Physica. (1)
Review activity for Risks. (4)
Review activity for Sampling theory, signal processing, and data analysis. (1)
Review activity for SIAM journal on financial mathematics. (1)