Isaac Reid

8 papers · 2023–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (10) 👥 Mega-Team (22)

Conferences

ICLR (4) ICML (2) AISTATS (1) NIPS (1)

Top co-authors

Krzysztof Marcin Choromanski (7) Adrian Weller (6) Kumar Avinava Dubey (3) Alex Bewley (2) Eli Berger (2) Deepali Jain (2) David Rendleman (2) Connor Schenck (2) Mithun George Jacob (2) René Wagner (2)

Keywords

kernel approximation (2) random walk (1) gaussian kernel (1) graph diffusion (1) mean square error (1) quasi-monte carlo (1) softmax kernel (1) orthogonal random feature (1) graph random feature (1)

Papers

Learning the RoPEs: Better 2D and 3D Position Encodings with STRING ICML 2025

Optimal Time Complexity Algorithms for Computing General Random Walk Graph Kernels on Sparse Graphs AISTATS 2025

Variance-Reducing Couplings for Random Features ICLR 2025

Linear Transformer Topological Masking with Graph Random Features ICLR 2025

General Graph Random Features ICLR 2024

Repelling Random Walks ICLR 2024

Simplex Random Features ICML 2023

Quasi-Monte Carlo Graph Random Features NIPS 2023