Ilya Chevyrev

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 6

Top Topics

Feature Engineering

Top Venues

LMS J. Comput. Math.

J. Mach. Learn. Res.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Ilya Chevyrev, Andris Gerasimovics, Hendrik Weber
Feature Engineering with Regularity Structures. J. Sci. Comput. 98 (1) (2024)
Ilya Chevyrev, Harald Oberhauser
Signature Moments to Characterize Laws of Stochastic Processes. J. Mach. Learn. Res. 23 (2022)
Ilya Chevyrev, Andris Gerasimovics, Hendrik Weber
Feature Engineering with Regularity Structures. CoRR (2021)
Ilya Chevyrev, Vidit Nanda, Harald Oberhauser
Persistence Paths and Signature Features in Topological Data Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 42 (1) (2020)
Ilya Chevyrev, Vidit Nanda, Harald Oberhauser
Persistence paths and signature features in topological data analysis. CoRR (2018)
Ilya Chevyrev, Andrey Kormilitzin
A Primer on the Signature Method in Machine Learning. CoRR (2016)
Ilya Chevyrev, Steven D. Galbraith
Constructing supersingular elliptic curves with a given endomorphism ring. LMS J. Comput. Math. 17 (Theory) (2014)
Ilya Chevyrev, Dominic Searles, Arkadii Slinko
On the Number of Facets of Polytopes Representing Comparative Probability Orders. Order 30 (3) (2013)