Kenneth Lange
6 papers · 2017–2022 · 3 conferences · across top CS/AI conferences
Achievements
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Hot Topic Early Bird
Conferences
ICML (2)
JMLR (2)
NIPS (2)
Top co-authors
Keywords
k-means clustering
(2)
proximal algorithm
(2)
constrained optimization
(2)
convex optimization
(2)
alternating direction method
(1)
proximal gradient
(1)
convergence rate
(1)
generalized linear model
(1)
high-dimensional datum
(1)
consistency guarantee
(1)
convex constraint
(1)
convex regression
(1)
feature ranking
(1)
local minima
(1)
shape constraint
(1)
proximal distance
(1)
sparse clustering
(1)
lloyd algorithm
(1)
minkowski sum
(1)
block descent
(1)
Papers
Extensions to the Proximal Distance Method of Constrained Optimization
JMLR 2022
Simple and Scalable Sparse k-means Clustering via Feature Ranking
NIPS 2020
Projection onto Minkowski Sums with Application to Constrained Learning
ICML 2019
Power k-Means Clustering
ICML 2019
Proximal Distance Algorithms: Theory and Practice
JMLR 2019
Generalized Linear Model Regression under Distance-to-set Penalties
NIPS 2017