James Newling
4 papers
· 2016–2017
· 3 conferences
· across top CS/AI conferences
Achievements
🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(14)
🏆
Keyword Champion
(2)
Conferences
NIPS (2)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
clustering algorithm
(2)
algorithm acceleration
(2)
k-medoids clustering
(2)
k-means clustering
(2)
lloyd algorithm
(1)
mini-batch k-mean
(1)
distance bounding
(1)
exact medoid algorithm
(1)
sub-quadratic runtime
(1)
spatial network datum
(1)
distance calculation
(1)
k-means initialization
(1)
clarans algorithm
(1)
voronoi iteration
(1)
initialization error
(1)
nearest neighbor search
(1)
distance bounds
(1)
centroid estimation
(1)
Papers
K-Medoids For K-Means Seeding
NIPS 2017
A Sub-Quadratic Exact Medoid Algorithm
AISTATS 2017
Nested Mini-Batch K-Means
NIPS 2016
Fast k-means with accurate bounds
ICML 2016