Julie Nutini
3 papers · 2015–2022 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (4) 🏃 Academic Marathon (7)
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Hot Topic Early Bird
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The Questioner
Conferences
AISTATS (1)
ICML (1)
JMLR (1)
Top co-authors
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)
iteration complexity
(1)
convex optimization
(1)
superlinear convergence
(1)
greedy block selection
(1)
active-set complexity
(1)
proximal method
(1)
finite-time convergence
(1)
gauss-southwell rule
(1)
manifold detection
(1)
lipschitz constant
(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