Iskander Azangulov

13 papers A* 1A 1Journal 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Adaptive Diffusion Guidance via Stochastic Optimal Control. CoRR Iskander Azangulov, Peter Potaptchik, Qinyu Li, Eddie Aamari, George Deligiannidis, Judith Rousseau
2025	A*	`conf`	Linear Convergence of Diffusion Models Under the Manifold Hypothesis. COLT Peter Potaptchik, Iskander Azangulov, George Deligiannidis
2025	J	`jnl`	Parallel Sampling from Masked Diffusion Models via Conditional Independence Testing. CoRR Iskander Azangulov, Teodora Pandeva, Niranjani Prasad, Javier Zazo, Sushrut Karmalkar
2025	J	`jnl`	The GeometricKernels Package: Heat and Matérn Kernels for Geometric Learning on Manifolds, Meshes, and Graphs. J. Mach. Learn. Res. Peter Mostowsky, Vincent Dutordoir, Iskander Azangulov, Noémie Jaquier, Michael John Hutchinson, Aditya Ravuri, Leonel Rozo, Alexander Terenin, Viacheslav Borovitskiy
2024	J	`jnl`	Convergence of Diffusion Models Under the Manifold Hypothesis in High-Dimensions. CoRR Iskander Azangulov, George Deligiannidis, Judith Rousseau
2024	J	`jnl`	Linear Convergence of Diffusion Models Under the Manifold Hypothesis. CoRR Peter Potaptchik, Iskander Azangulov, George Deligiannidis
2024	J	`jnl`	Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces I: the compact case. J. Mach. Learn. Res. Iskander Azangulov, Andrei Smolensky, Alexander Terenin, Viacheslav Borovitskiy
2024	J	`jnl`	Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces II: non-compact symmetric spaces. J. Mach. Learn. Res. Iskander Azangulov, Andrei Smolensky, Alexander Terenin, Viacheslav Borovitskiy
2024	J	`jnl`	The GeometricKernels Package: Heat and Matérn Kernels for Geometric Learning on Manifolds, Meshes, and Graphs. CoRR Peter Mostowsky, Vincent Dutordoir, Iskander Azangulov, Noémie Jaquier, Michael John Hutchinson, Aditya Ravuri, Leonel Rozo, Alexander Terenin, Viacheslav Borovitskiy
2023	J	`jnl`	Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces II: non-compact symmetric spaces. CoRR Iskander Azangulov, Andrei Smolensky, Alexander Terenin, Viacheslav Borovitskiy
2022	J	`jnl`	Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces I: the Compact Case. CoRR Iskander Azangulov, Andrei Smolensky, Alexander Terenin, Viacheslav Borovitskiy
2021	A	`conf`	Matérn Gaussian Processes on Graphs. AISTATS Viacheslav Borovitskiy, Iskander Azangulov, Alexander Terenin, Peter Mostowsky, Marc Peter Deisenroth, Nicolas Durrande
2020	J	`jnl`	Matern Gaussian Processes on Graphs. CoRR Viacheslav Borovitskiy, Iskander Azangulov, Alexander Terenin, Peter Mostowsky, Marc Peter Deisenroth, Nicolas Durrande