Mariia Vladimirova
4 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Conference Polyglot (4) ๐ Academic Marathon (5) ๐ Cross-Pollinator (8)
๐บ๏ธ
Taxonomy Completionist
(10)
Conferences
AAAI (1)
ACML (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
bayesian neural network
(2)
online advertising
(1)
gaussian process
(1)
prior distribution
(1)
optimization algorithm
(1)
heavy-tailed distribution
(1)
bias mitigation
(1)
knapsack problem
(1)
utility metric
(1)
weight prior
(1)
unit activation
(1)
job recommendation
(1)
policy allocation
(1)
success probability
(1)
knapsack optimization
(1)
bidding strategy
(1)
hidden unit prior
(1)
algorithmic fairness
(1)
finite-width network
(1)
Papers
FairJob: A Real-World Dataset for Fairness in Online Systems
NIPS 2024
Maximizing the Success Probability of Policy Allocations in Online Systems
AAAI 2024
Bayesian neural network unit priors and generalized Weibull-tail property
ACML 2021
Understanding Priors in Bayesian Neural Networks at the Unit Level
ICML 2019