Kenneth Lange
6 papers · 2017–2022 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
Venues
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Research topics
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 data
(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
NeurIPS 2020
Power k-Means Clustering
ICML 2019
Projection onto Minkowski Sums with Application to Constrained Learning
ICML 2019
Proximal Distance Algorithms: Theory and Practice
JMLR 2019
Generalized Linear Model Regression under Distance-to-set Penalties
NeurIPS 2017