Anastasis Kratsios

Available identifiers

zbMath Open kratsios.anastasisMaRDI QIDQ2043427

List of research outcomes

Publication	Date of Publication	Type
Designing universal causal deep learning models: The geometric (Hyper)transformer	2024-03-14	Paper
Generative OrnsteinUhlenbeck markets via geometric deep learning	2024-01-16	Paper
Neural Snowflakes: Universal Latent Graph Inference via Trainable Latent Geometries	2023-10-23	Paper
Universal regular conditional distributions via probabilistic transformers	2023-06-20	Paper
Designing Universal Causal Deep Learning Models: The Case of Infinite-Dimensional Dynamical Systems from Stochastic Analysis	2022-10-24	Paper
Small Transformers Compute Universal Metric Embeddings	2022-09-14	Paper
Universal Approximation Under Constraints is Possible with Transformers	2021-10-07	Paper
The universal approximation property. Characterization, construction, representation, and existence	2021-08-02	Paper
https://portal.mardi4nfdi.de/entity/Q4999020	2021-07-09	Paper
A Canonical Transform for Strengthening the Local $L^p$-Type Universal Approximation Property	2020-06-24	Paper
The entropic measure transform	2020-04-28	Paper
The Universal Approximation Property	2019-10-08	Paper
NEU: A Meta-Algorithm for Universal UAP-Invariant Feature Representation	2018-08-31	Paper
Optimal Stochastic Decensoring and Applications to Calibration of Market Models	2017-12-13	Paper
Non-Euclidean Conditional Expectation and Filtering	2017-10-16	Paper
Deep Learning in a Generalized HJM-type Framework Through Arbitrage-Free Regularization	2017-10-13	Paper
A Lower-Bound on the Hochschild Cohomological Dimension	2016-09-29	Paper
Hochschild Cohomological Dimension is Not Upper Semi-Continuous	2014-07-12	Paper
Noncommutative Algebra and Noncommutative Geometry	2014-04-01	Paper
Adjoinable Homology	2014-02-17	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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