Anastasis Kratsios

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Person:2043427

Available identifiers

zbMath Open kratsios.anastasisMaRDI QIDQ2043427

List of research outcomes

PublicationDate of PublicationType
Designing universal causal deep learning models: The geometric (Hyper)transformer2024-03-14Paper
Generative OrnsteinUhlenbeck markets via geometric deep learning2024-01-16Paper
Neural Snowflakes: Universal Latent Graph Inference via Trainable Latent Geometries2023-10-23Paper
Universal regular conditional distributions via probabilistic transformers2023-06-20Paper
Designing Universal Causal Deep Learning Models: The Case of Infinite-Dimensional Dynamical Systems from Stochastic Analysis2022-10-24Paper
Small Transformers Compute Universal Metric Embeddings2022-09-14Paper
Universal Approximation Under Constraints is Possible with Transformers2021-10-07Paper
The universal approximation property. Characterization, construction, representation, and existence2021-08-02Paper
https://portal.mardi4nfdi.de/entity/Q49990202021-07-09Paper
A Canonical Transform for Strengthening the Local $L^p$-Type Universal Approximation Property2020-06-24Paper
The entropic measure transform2020-04-28Paper
The Universal Approximation Property2019-10-08Paper
NEU: A Meta-Algorithm for Universal UAP-Invariant Feature Representation2018-08-31Paper
Optimal Stochastic Decensoring and Applications to Calibration of Market Models2017-12-13Paper
Non-Euclidean Conditional Expectation and Filtering2017-10-16Paper
Deep Learning in a Generalized HJM-type Framework Through Arbitrage-Free Regularization2017-10-13Paper
A Lower-Bound on the Hochschild Cohomological Dimension2016-09-29Paper
Hochschild Cohomological Dimension is Not Upper Semi-Continuous2014-07-12Paper
Noncommutative Algebra and Noncommutative Geometry2014-04-01Paper
Adjoinable Homology2014-02-17Paper

Research outcomes over time


Doctoral students

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