Julyan Arbel
6 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π§ Keyword Pioneer π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12)
π
Cross-Pollinator
(10)
π₯
Mega-Team
(25)
Conferences
ACML (2)
ICML (2)
ALT (1)
NIPS (1)
Top co-authors
Keywords
bayesian neural network
(2)
stochastic optimization
(1)
online learning
(1)
bayesian inference
(1)
covariance estimation
(1)
laplace approximation
(1)
gaussian process
(1)
covariance matrix
(1)
prior distribution
(1)
thompson sampling
(1)
multi-armed bandit
(1)
regret bound
(1)
heavy-tailed distribution
(1)
combinatorial semi-bandit
(1)
optimistic algorithm
(1)
online estimation
(1)
semi-bandit feedback
(1)
weight prior
(1)
unit activation
(1)
test accuracy
(1)
Papers
Logarithmic Regret for Unconstrained Submodular Maximization Stochastic Bandit
ALT 2025
Towards Efficient and Optimal Covariance-Adaptive Algorithms for Combinatorial Semi-Bandits
NIPS 2024
Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI
ICML 2024
The Fine Print on Tempered Posteriors
ACML 2023
Bayesian neural network unit priors and generalized Weibull-tail property
ACML 2021
Understanding Priors in Bayesian Neural Networks at the Unit Level
ICML 2019