Sebastian Pokutta
47 papers
· 2016–2025
· 7 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Interdisciplinary Bridge
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Taxonomy Completionist
(14)
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Keyword Pioneer
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Conference Polyglot
(7)
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Academic Marathon
(9)
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Cross-Pollinator
(15)
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Renaissance Researcher
(7)
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Grand Slam
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Deep Specialist
(18)
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Keyword Champion
(3)
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Unstoppable
(7)
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The Questioner
ποΈ
Keyword Collector
(125)
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Prolific Year
(5)
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Century Club
(47)
Conferences
ICML (18)
AISTATS (10)
NIPS (8)
ICLR (5)
JMLR (3)
COLT (2)
AAAI (1)
Top co-authors
Keywords
frank-wolfe algorithm
(12)
convex optimization
(11)
conditional gradient
(8)
online learning
(5)
projection-free optimization
(4)
linear convergence
(3)
separation oracle
(3)
kernel herding
(2)
convergence rate
(2)
accelerated convergence
(2)
regret bound
(2)
approximation algorithm
(2)
first-order method
(2)
integer linear programming
(2)
gradient descent
(2)
matching pursuit
(2)
sparse representation
(2)
hierarchical clustering
(2)
constrained optimization
(2)
integer programming
(2)
Papers
S-CFE: Simple Counterfactual Explanations
AISTATS 2025
Estimating Canopy Height at Scale
ICML 2024
Learning Cuts via Enumeration Oracles
NIPS 2023
Linear Bandits on Uniformly Convex Sets
JMLR 2021
Locally Accelerated Conditional Gradients
AISTATS 2020
Blended Matching Pursuit
NIPS 2019
Restarting Frank-Wolfe
AISTATS 2019
Blended Conditonal Gradients
ICML 2019