Isaac Reid

According to our database, Isaac Reid authored at least 9 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

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

Krzysztof Choromanski, Isaac Reid, Arijit Sehanobish, Avinava Dubey

CoRR, 2024

Linear Transformer Topological Masking with Graph Random Features.

Isaac Reid, Kumar Avinava Dubey, Deepali Jain, Will Whitney, Amr Ahmed, Joshua Ainslie, Alex Bewley, Mithun George Jacob, Aranyak Mehta, David Rendleman, Connor Schenck, Richard E. Turner, René Wagner, Adrian Weller, Krzysztof Choromanski

CoRR, 2024

Variance-Reducing Couplings for Random Features: Perspectives from Optimal Transport.

Isaac Reid, Stratis Markou, Krzysztof Choromanski, Richard E. Turner, Adrian Weller

CoRR, 2024

General Graph Random Features.

Isaac Reid, Krzysztof Marcin Choromanski, Eli Berger, Adrian Weller

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Repelling Random Walks.

Isaac Reid, Eli Berger, Krzysztof Marcin Choromanski, Adrian Weller

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Universal Graph Random Features.

Isaac Reid, Krzysztof Choromanski, Eli Berger, Adrian Weller

CoRR, 2023

Quasi-Monte Carlo Graph Random Features.

Isaac Reid, Adrian Weller, Krzysztof Marcin Choromanski

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Simplex Random Features.

Isaac Reid, Krzysztof Marcin Choromanski, Valerii Likhosherstov, Adrian Weller

Proceedings of the International Conference on Machine Learning, 2023

2021

Why Flatness Correlates With Generalization For Deep Neural Networks.

Shuofeng Zhang, Isaac Reid, Guillermo Valle Pérez, Ard A. Louis

CoRR, 2021