Peter Macgregor
8 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(11)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
Conferences
ICML (3)
NIPS (3)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
spectral clustering
(2)
graph clustering
(2)
k-means clustering
(1)
theoretical analysis
(1)
eigenvector analysis
(1)
graph embedding
(1)
sparse approximation
(1)
kernel density estimation
(1)
eigenvector decomposition
(1)
clustering algorithm
(1)
spectral algorithm
(1)
graph algorithm
(1)
vertex embedding
(1)
similarity graph
(1)
power method
(1)
local graph clustering
(1)
heat diffusion
(1)
vertex set
(1)
bipartite component
(1)
Papers
Dynamic Similarity Graph Construction with Kernel Density Estimation
ICML 2025
Dynamic DBSCAN with Euler Tour Sequences
AISTATS 2025
Coreset Spectral Clustering
ICLR 2025
Fast and Simple Spectral Clustering in Theory and Practice
NIPS 2023
Fast Approximation of Similarity Graphs with Kernel Density Estimation
NIPS 2023
A Tighter Analysis of Spectral Clustering, and Beyond
ICML 2022
Finding Bipartite Components in Hypergraphs
NIPS 2021
Local Algorithms for Finding Densely Connected Clusters
ICML 2021