Mariia Vladimirova

4 papers · 2019–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 📈 Trend Setter

Venues

AAAI (1) ACML (1) ICML (1) NeurIPS (1)

Top co-authors

Julyan Arbel (2) Artem Betlei (1) Jakob Verbeek (1) Pablo Mesejo (1) Benjamin Heymann (1) Nicolas Urien (1) Stéphane Girard (1) Mehdi Sebbar (1) Federico Pavone (1) Thibaud Rahier (1)

Research topics

Machine Learning (4) Optimization & Theory (3) Artificial Intelligence (2) Application Areas (2) Bayesian & Probabilistic (2) Deep Learning (1) Mathematics & Optimization (1) Architectures (1) Core AI (1) Learning Types (1) Optimization (1)

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) hidden unit (1) heavy tail (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) finite-width network (1)

Papers

FairJob: A Real-World Dataset for Fairness in Online Systems NeurIPS 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