activity
20192026
most citedSelf-supervised edge features for improved Graph Neural Network training

7 citations · 34 across the 25 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023★ 2 cited

Scalable Neural Network Kernels

Arijit Sehanobish, Krzysztof Choromanski, Yunfan Zhao +2

We introduce the concept of scalable neural network kernels (SNNKs), the replacements of regular feedforward layers (FFLs), capable of approximating the latter, but with favorable…

cs.LG2023

Efficient Graph Field Integrators Meet Point Clouds

Krzysztof Choromanski, Arijit Sehanobish, Han Lin +13

We present two new classes of algorithms for efficient field integration on graphs encoding point clouds. The first class, SeparatorFactorization(SF), leverages the bounded genus o…