Publications
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Quadric hypersurface intersection for manifold learning in feature space
F. Pavutnitskiy
, S. O. Ivanov , E. Abramov , V. Borovitskiy , A. Klochkov , V. Vialov , A. Zaikovskii , A. Petiushko To appear in International Conference on Artificial Intelligence and Statistics (AISTATS), 2022
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Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels
M. Hutchinson
, A. Terenin , V. Borovitskiy , S. Takao , Y. W. Teh, M. P. Deisenroth, In Neural Information Processing Systems (NeurIPS), 2021
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Geometry-aware Bayesian Optimization in Robotics using Riemannian Matérn Kernels
N. Jaquier
, V. Borovitskiy , A. Smolensky, A. Terenin, T. Asfour, L. Rozo, In Conference on Robot Learning (CoRL), 2021
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Interpolation of abstract spaces of Hardy type
V. Borovitskiy
, S. Kislyakov To appear in Journal of Mathematical Sciences, 2022
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On the Bellman Function Method for Operators on Martingales
V. Borovitskiy
, N. Osipov , A. Tselishchev In Doklady Mathematics, 2021
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Matérn Gaussian Processes on Graphs
V. Borovitskiy
, I. Azangulov , A. Terenin , P. Mostowsky, M. P. Deisenroth, N. Durrande In International Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Best Student Paper Award
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Pathwise Conditioning of Gaussian Processes
J. T. Wilson
, V. Borovitskiy , A. Terenin , P. Mostowsky , M. P. Deisenroth In Journal of Machine Learning Research (JMLR), 2021
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Littlewood–Paley–Rubio De Francia Inequality for the Two-Parameter Walsh System
V. Borovitskiy
In Journal of Mathematical Sciences, 2022
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Weighted Littlewood–Paley inequality for arbitrary rectangles in \(\mathbb{R}^2\)
V. Borovitskiy
In St. Petersburg Mathematical Journal, 2021
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Boolean Spectral Analysis in Categorical Reservoir Modeling
N. Ismagilov, V. Borovitskiy, M. Lifshits, M. Platonova
In Mathematical Geosciences, 2021
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Matérn Gaussian processes on Riemannian manifolds
V. Borovitskiy
, A. Terenin , P. Mostowsky , M. P. Deisenroth In Neural Information Processing Systems (NeurIPS), 2020
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Efficiently sampling functions from Gaussian process posteriors
J. T. Wilson
V. Borovitskiy , A. Terenin , P. Mostowsky , and M. P. Deisenroth In International Conference on Machine Learning (ICML), 2020
Outstanding Paper Honorable Mention
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K-closedness for weighted Hardy spaces on the torus \(\mathbb{T}^2\).
V. Borovitskiy
In Journal of Mathematical Sciences, 2018
In Review / Preprints
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Littlewood–Paley–Rubio de Francia inequality for multi-parameter Vilenkin systems
V. Borovitskiy
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Bellman function method for general operators on martingales
V. Borovitskiy
, N. Osipov , A. Tselishchev
Publications (Non Peer-Reviewed)
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Bayesian Inference of Covariance Parameters in Spectral Approach to Geostatistical Simulation
N. Ismagilov, I. Azangulov, V. Borovitskiy, M. Lifshits, P. Mostowsky
In European Conference on the Mathematics of Oil Recovery (ECMOR), 2020
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Boolean spectral analysis in categorical reservoir modelling
N. Ismagilov, V. Borovitskiy, M. Lifshits, M. Platonova
In EAGE Conference on Petroleum Geostatistics, 2019
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Reproducibility Project: DeepSite
T. Malygina, V. Borovitskiy, Y. Porozov
In Transylvanian Machine Learning Summer School, 2018