Quasi-Monte Carlo Graph Random Features

21 May 2023

Papers citing "Quasi-Monte Carlo Graph Random Features"

8 / 8 papers shown

Title
Optimal Time Complexity Algorithms for Computing General Random Walk Graph Kernels on Sparse Graphs Krzysztof Choromanski Isaac Reid Arijit Sehanobish Avinava Dubey 22 1 0 14 Oct 2024
Heating Up Quasi-Monte Carlo Graph Random Features: A Diffusion Kernel Perspective Brooke Feinberg Aiwen Li DiffM 15 0 0 10 Oct 2024
Linear Transformer Topological Masking with Graph Random Features Isaac Reid Kumar Avinava Dubey Deepali Jain Will Whitney Amr Ahmed ... Connor Schenck Richard E. Turner René Wagner Adrian Weller Krzysztof Choromanski 27 1 0 04 Oct 2024
What Can We Learn from State Space Models for Machine Learning on Graphs? Yinan Huang Siqi Miao Pan Li 44 7 0 09 Jun 2024
Variance-Reducing Couplings for Random Features: Perspectives from Optimal Transport Isaac Reid Stratis Markou Krzysztof Choromanski Richard E. Turner Adrian Weller 27 1 0 26 May 2024
General Graph Random Features Isaac Reid Krzysztof Choromanski Eli Berger Adrian Weller 21 5 0 07 Oct 2023
Repelling Random Walks Isaac Reid Eli Berger Krzysztof Choromanski Adrian Weller 8 4 0 07 Oct 2023
Taming graph kernels with random features K. Choromanski 32 12 0 29 Apr 2023