Iskander Azangulov
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Keywords
gaussian process
(4)
stationary kernel
(2)
covariance kernel
(2)
matern kernel
(2)
non-euclidean space
(2)
bayesian learning
(2)
lie group
(1)
manifold hypothesis
(1)
heat kernel
(1)
fourier feature
(1)
geometric learning
(1)
inducing point
(1)
symmetric space
(1)
kernel methods
(1)
graph neural network
(1)
stochastic partial differential equation
(1)
non-compact symmetric space
(1)
linear dependency
(1)
logarithmic terms
(1)
gaussian processes
(1)
Papers
Linear Convergence of Diffusion Models Under the Manifold Hypothesis
COLT 2025
The GeometricKernels Package: Heat and Matérn Kernels for Geometric Learning on Manifolds, Meshes, and Graphs
JMLR 2025
Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces II: non-compact symmetric spaces
JMLR 2024
Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces I: the compact case
JMLR 2024
Matérn Gaussian Processes on Graphs
AISTATS 2021