Julie Nutini
3 papers · 2015–2022 · 3 venues · across top CS/AI venues
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Achievements
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๐ Conference Polyglot ยท Bronze ๐ Academic Marathon ยท Sprint ๐ Interdisciplinary Bridge ยท Bronze ๐ฃ Hot Topic Early Bird ๐งญ Keyword Pioneer
โ
The Questioner
Venues
Top co-authors
Research topics
Keywords
active set complexity
(2)
message passing
(1)
coordinate descent
(1)
greedy selection
(1)
block coordinate descent
(1)
proximal gradient
(1)
optimization algorithm
(1)
convergence rate
(1)
convex optimization
(1)
lipschitz constant
(1)
superlinear convergence
(1)
greedy block selection
(1)
proximal method
(1)
finite-time convergence
(1)
gauss-southwell rule
(1)
manifold detection
(1)
iteration complexity
(1)
Papers
Let's Make Block Coordinate Descent Converge Faster: Faster Greedy Rules, Message-Passing, Active-Set Complexity, and Superlinear Convergence
JMLR 2022
Are we there yet? Manifold identification of gradient-related proximal methods
AISTATS 2019
Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection
ICML 2015