Ashok Cutkosky
52 papers
· 2016–2025
· 6 conferences
· across top CS/AI conferences
Achievements
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Academic Marathon
(9)
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Renaissance Researcher
(6)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(14)
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Conference Polyglot
(6)
πΊ
Lone Wolf
(5)
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Conference Loyalist
(22)
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Triple Crown
π¬
Deep Specialist
(25)
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Keyword Champion
(7)
β‘
Prolific Year
(7)
ποΈ
Keyword Collector
(133)
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Trend Setter
π₯
Unstoppable
(10)
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Century Club
(52)
Conferences
NIPS (22)
ICML (16)
COLT (5)
ICLR (4)
ALT (3)
AISTATS (2)
Top co-authors
Research topics
Keywords
regret bound
(24)
online learning
(17)
online convex optimization
(9)
online linear optimization
(7)
non-convex optimization
(7)
stochastic optimization
(6)
stochastic gradient descent
(6)
gradient descent
(6)
parameter-free algorithm
(4)
dynamic regret
(4)
adaptive learning rate
(3)
learning rate
(3)
convex optimization
(3)
adaptive algorithm
(3)
online algorithm
(3)
momentum method
(3)
multi-armed bandit
(2)
differential privacy
(2)
stochastic convex optimization
(2)
adversarial learning
(2)
Papers
The Road Less Scheduled
NIPS 2024
Fully Unconstrained Online Learning
NIPS 2024
Mechanic: A Learning Rate Tuner
NIPS 2023
Parameter-free Mirror Descent
COLT 2022
Better SGD using Second-order Momentum
NIPS 2022
Logarithmic Regret from Sublinear Hints
NIPS 2021
Comparator-Adaptive Convex Bandits
NIPS 2020
Online Learning with Imperfect Hints
ICML 2020
Momentum Improves Normalized SGD
ICML 2020
Combining Online Learning Guarantees
COLT 2019