Iskander Azangulov

According to our database, Iskander Azangulov authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Adaptive Diffusion Guidance via Stochastic Optimal Control.

Iskander Azangulov, Peter Potaptchik, Qinyu Li, Eddie Aamari, George Deligiannidis, Judith Rousseau

CoRR, May, 2025

Linear Convergence of Diffusion Models Under the Manifold Hypothesis.

Peter Potaptchik, Iskander Azangulov, George Deligiannidis

Proceedings of the Thirty Eighth Annual Conference on Learning Theory, 2025

2024

Convergence of Diffusion Models Under the Manifold Hypothesis in High-Dimensions.

Iskander Azangulov, George Deligiannidis, Judith Rousseau

CoRR, 2024

The GeometricKernels Package: Heat and Matérn Kernels for Geometric Learning on Manifolds, Meshes, and Graphs.

Peter Mostowsky, Vincent Dutordoir, Iskander Azangulov, Noémie Jaquier, Michael John Hutchinson, Aditya Ravuri, Leonel Rozo, Alexander Terenin, Viacheslav Borovitskiy

CoRR, 2024

2023

Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces II: non-compact symmetric spaces.

Iskander Azangulov, Andrei Smolensky, Alexander Terenin, Viacheslav Borovitskiy

CoRR, 2023

2022

Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces I: the Compact Case.

Iskander Azangulov, Andrei Smolensky, Alexander Terenin, Viacheslav Borovitskiy

CoRR, 2022

2021

Matérn Gaussian Processes on Graphs.

Viacheslav Borovitskiy, Iskander Azangulov, Alexander Terenin, Peter Mostowsky, Marc Peter Deisenroth, Nicolas Durrande

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021