Isaac Reid

21 papers A* 7A 1Journal 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
Computationally-efficient Graph Modeling with Refined Graph Random Features.
CoRR
Krzysztof Choromanski, Avinava Dubey, Arijit Sehanobish, Isaac Reid
2025 J jnl
Distributional Training Data Attribution.
CoRR
Bruno Mlodozeniec, Isaac Reid, Sam Power, David Krueger, Murat A. Erdogdu, Richard E. Turner, Roger B. Grosse
2025 J jnl
Graph Random Features for Scalable Gaussian Processes.
CoRR
Matthew Zhang, Jihao Andreas Lin, Krzysztof Choromanski, Adrian Weller, Richard E. Turner, Isaac Reid
2025 A* conf
Learning the RoPEs: Better 2D and 3D Position Encodings with STRING.
ICML
Connor Schenck, Isaac Reid, Mithun George Jacob, Alex Bewley, Joshua Ainslie, David Rendleman, Deepali Jain, Mohit Sharma, Kumar Avinava Dubey, Ayzaan Wahid, Sumeet Singh, René Wagner, Tianli Ding, Chuyuan Fu, Arunkumar Byravan, Jake Varley, Alexey A. Gritsenko, Matthias Minderer, Dmitry Kalashnikov, Jonathan Tompson, Vikas Sindhwani, Krzysztof Marcin Choromanski
2025 J jnl
Learning the RoPEs: Better 2D and 3D Position Encodings with STRING.
CoRR
Connor Schenck, Isaac Reid, Mithun George Jacob, Alex Bewley, Joshua Ainslie, David Rendleman, Deepali Jain, Mohit Sharma, Avinava Dubey, Ayzaan Wahid, Sumeet Singh, René Wagner, Tianli Ding, Chuyuan Fu, Arunkumar Byravan, Jake Varley, Alexey A. Gritsenko, Matthias Minderer, Dmitry Kalashnikov, Jonathan Tompson, Vikas Sindhwani, Krzysztof Choromanski
2025 A* conf
Linear Transformer Topological Masking with Graph Random Features.
ICLR
Isaac Reid, Kumar Avinava Dubey, Deepali Jain, William F. Whitney, Amr Ahmed, Joshua Ainslie, Alex Bewley, Mithun George Jacob, Aranyak Mehta, David Rendleman, Connor Schenck, Richard E. Turner, René Wagner, Adrian Weller, Krzysztof Marcin Choromanski
2025 A conf
Optimal Time Complexity Algorithms for Computing General Random Walk Graph Kernels on Sparse Graphs.
AISTATS
Krzysztof Marcin Choromanski, Isaac Reid, Arijit Sehanobish, Kumar Avinava Dubey
2025 A* conf
Variance-Reducing Couplings for Random Features.
ICLR
Isaac Reid, Stratis Markou, Krzysztof Marcin Choromanski, Richard E. Turner, Adrian Weller
2025 J jnl
Wavelet-Induced Rotary Encodings: RoPE Meets Graphs.
CoRR
Isaac Reid, Arijit Sehanobish, Cederik Höfs, Bruno Mlodozeniec, Leonhard Vulpius, Federico Barbero, Adrian Weller, Krzysztof Choromanski, Richard E. Turner, Petar Velickovic
2024 A* conf
General Graph Random Features.
ICLR
Isaac Reid, Krzysztof Marcin Choromanski, Eli Berger, Adrian Weller
2024 J jnl
Linear Transformer Topological Masking with Graph Random Features.
CoRR
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
2024 J jnl
Optimal Time Complexity Algorithms for Computing General Random Walk Graph Kernels on Sparse Graphs.
CoRR
Krzysztof Choromanski, Isaac Reid, Arijit Sehanobish, Avinava Dubey
2024 A* conf
Repelling Random Walks.
ICLR
Isaac Reid, Eli Berger, Krzysztof Marcin Choromanski, Adrian Weller
2024 J jnl
Variance-Reducing Couplings for Random Features: Perspectives from Optimal Transport.
CoRR
Isaac Reid, Stratis Markou, Krzysztof Choromanski, Richard E. Turner, Adrian Weller
2023 A* conf
Quasi-Monte Carlo Graph Random Features.
NeurIPS
Isaac Reid, Adrian Weller, Krzysztof Marcin Choromanski
2023 J jnl
Quasi-Monte Carlo Graph Random Features.
CoRR
Isaac Reid, Krzysztof Choromanski, Adrian Weller
2023 J jnl
Repelling Random Walks.
CoRR
Isaac Reid, Eli Berger, Krzysztof Choromanski, Adrian Weller
2023 A* conf
Simplex Random Features.
ICML
Isaac Reid, Krzysztof Marcin Choromanski, Valerii Likhosherstov, Adrian Weller
2023 J jnl
Simplex Random Features.
CoRR
Isaac Reid, Krzysztof Choromanski, Valerii Likhosherstov, Adrian Weller
2023 J jnl
Universal Graph Random Features.
CoRR
Isaac Reid, Krzysztof Choromanski, Eli Berger, Adrian Weller
2021 J jnl
Why Flatness Correlates With Generalization For Deep Neural Networks.
CoRR
Shuofeng Zhang, Isaac Reid, Guillermo Valle Pérez, Ard A. Louis