Viacheslav Borovitskiy
15 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (5) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (11)
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Academic Marathon
(5)
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(2)
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(6)
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(15)
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Prolific Year
(5)
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Keyword Collector
(53)
Conferences
AISTATS (5)
JMLR (4)
ICML (2)
NIPS (2)
CORL (1)
ICLR (1)
Top co-authors
Keywords
gaussian process
(12)
riemannian manifold
(3)
stochastic process
(3)
kernel methods
(3)
uncertainty quantification
(3)
matern kernel
(3)
manifold learning
(2)
stationary kernel
(2)
bayesian learning
(2)
vector field
(2)
posterior sampling
(2)
covariance kernel
(2)
non-euclidean space
(2)
network flow
(1)
sparse approximation
(1)
feature space
(1)
gaussian processes
(1)
spectral method
(1)
global optimization
(1)
outlier detection
(1)
Papers
Residual Deep Gaussian Processes on Manifolds
ICLR 2025
The GeometricKernels Package: Heat and Matérn Kernels for Geometric Learning on Manifolds, Meshes, and Graphs
JMLR 2025
Hodge-Compositional Edge Gaussian Processes
AISTATS 2024
Intrinsic Gaussian Vector Fields on Manifolds
AISTATS 2024
Bringing Motion Taxonomies to Continuous Domains via GPLVM on Hyperbolic manifolds
ICML 2024
Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces I: the compact case
JMLR 2024
Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces II: non-compact symmetric spaces
JMLR 2024
Isotropic Gaussian Processes on Finite Spaces of Graphs
AISTATS 2023
Quadric Hypersurface Intersection for Manifold Learning in Feature Space
AISTATS 2022
Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels
NIPS 2021
Matérn Gaussian Processes on Graphs
AISTATS 2021
Pathwise Conditioning of Gaussian Processes
JMLR 2021
Geometry-aware Bayesian Optimization in Robotics using Riemannian Matérn Kernels
CORL 2021
Efficiently sampling functions from Gaussian process posteriors
ICML 2020
Matérn Gaussian Processes on Riemannian Manifolds
NIPS 2020