On the Number of Facets of Polytopes Representing Comparative Probability Orders. - Ilya Chevyrev; Dominic Searles; Arkadii Slinko (Order, 2013)

Constructing supersingular elliptic curves with a given endomorphism ring. - Ilya Chevyrev; Steven D. Galbraith (LMS J. Comput. Math., 2014)

A Primer on the Signature Method in Machine Learning. - Ilya Chevyrev; Andrey Kormilitzin (CoRR, 2016)

Persistence Paths and Signature Features in Topological Data Analysis. - Ilya Chevyrev; Vidit Nanda; Harald Oberhauser (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Signature Moments to Characterize Laws of Stochastic Processes. - Ilya Chevyrev; Harald Oberhauser (J. Mach. Learn. Res., 2022)

Feature Engineering with Regularity Structures. - Ilya Chevyrev; Andris Gerasimovics; Hendrik Weber (J. Sci. Comput., 2024)