Andrew Jacobsen
6 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (14) π Academic Marathon (5)
π
Cross-Pollinator
(14)
π
Conference Pioneer
Conferences
ICML (2)
NIPS (2)
AAAI (1)
COLT (1)
Top co-authors
Keywords
dynamic regret
(3)
online learning
(2)
stochastic gradient descent
(1)
implicit updates
(1)
online convex optimization
(1)
off-policy learning
(1)
parameter-free algorithm
(1)
mirror descent
(1)
online linear optimization
(1)
regret bound
(1)
successor feature
(1)
non-stationary problem
(1)
stochastic method
(1)
saddle-point optimization
(1)
meta-gradient descent
(1)
static regret
(1)
comparator sequence
(1)
vector step-size adaptation
(1)
continual prediction
(1)
step-size adaptation
(1)
Papers
An Equivalence Between Static and Dynamic Regret Minimization
NIPS 2024
Online Linear Regression in Dynamic Environments via Discounting
ICML 2024
Unconstrained Online Learning with Unbounded Losses
ICML 2023
Parameter-free Mirror Descent
COLT 2022
Continual Auxiliary Task Learning
NIPS 2021
Meta-Descent for Online, Continual Prediction
AAAI 2019