Iskander Azangulov

According to our database, Iskander Azangulov authored at least 9 papers between 2021 and 2026.

Collaborative distances:

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

2026

Sampling from Flow Language Models via Marginal-Conditioned Bridges.

Iskander Azangulov, Leo Zhang

CoRR, May, 2026

2025

Parallel Sampling from Masked Diffusion Models via Conditional Independence Testing.

Iskander Azangulov, Teodora Pandeva, Niranjani Prasad, Javier Zazo, Sushrut Karmalkar

CoRR, October, 2025

Adaptive Diffusion Guidance via Stochastic Optimal Control.

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

CoRR, May, 2025

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

J. Mach. Learn. Res., 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

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

J. Mach. Learn. Res., 2024

Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces I: the compact case.

Iskander Azangulov, Andrei Smolensky, Alexander Terenin, Viacheslav Borovitskiy

J. Mach. Learn. Res., 2024

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

Iskander Azangulov, George Deligiannidis, Judith Rousseau

CoRR, 2024

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