Isaac Reid
8 papers · 2023–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Machine Learning
(8)
Core Methods
(6)
Mathematics & Optimization
(4)
Optimization & Theory · Machine Learning
(4)
Deep Learning
(3)
Optimization
(3)
Computer Science
(2)
Architectures
(2)
Foundations
(2)
Artificial Intelligence
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Mathematics
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
kernel approximation
(3)
random walk
(3)
random feature
(2)
quasi-monte carlo
(2)
graph embedding
(1)
variance reduction
(1)
gaussian kernel
(1)
graph diffusion
(1)
concentration bound
(1)
mean square error
(1)
position encoding
(1)
rotary position encoding
(1)
linear attention
(1)
graph kernel
(1)
unbiased estimator
(1)
translation invariance
(1)
monte carlo estimate
(1)
graph sampling
(1)
sparse graph
(1)
kernel methods
(1)
Papers
Learning the RoPEs: Better 2D and 3D Position Encodings with STRING
ICML 2025
Linear Transformer Topological Masking with Graph Random Features
ICLR 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
General Graph Random Features
ICLR 2024
Repelling Random Walks
ICLR 2024
Quasi-Monte Carlo Graph Random Features
NeurIPS 2023
Simplex Random Features
ICML 2023