Stefan Magureanu

14 papers A* 2Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
The Klarna Product Page Dataset: Web Element Nomination with Graph Neural Networks and Large Language Models.
Trans. Mach. Learn. Res.
Alexandra Hotti, Riccardo Sven Risuleo, Stefan Magureanu, Aref Moradi, Jens Lagergren
2021 J jnl
Online Learning of Optimally Diverse Rankings.
CoRR
Stefan Magureanu, Alexandre Proutière, Marcus Isaksson, Boxun Zhang
2021 J jnl
The Klarna Product Page Dataset: A Realistic Benchmark for Web Representation Learning.
CoRR
Alexandra Hotti, Riccardo Sven Risuleo, Stefan Magureanu, Aref Moradi, Jens Lagergren
2018 — —
Efficient Online Learning under Bandit Feedback.
Stefan Magureanu
2018 — conf
Generic Asymptotically Optimal Algorithms for Multi-Armed Bandits.
Allerton
Richard Combes, Stefan Magureanu, Alexandre Proutière
2018 — conf
Online Learning of Optimally Diverse Rankings.
SIGMETRICS (Abstracts)
Stefan Magureanu, Alexandre Proutière, Marcus Isaksson, Boxun Zhang
2017 — conf
Minimal Exploration in Structured Stochastic Bandits.
NIPS
Richard Combes, Stefan Magureanu, Alexandre Proutière
2017 J jnl
Minimal Exploration in Structured Stochastic Bandits.
CoRR
Richard Combes, Stefan Magureanu, Alexandre Proutière
2017 J jnl
Online Learning of Optimally Diverse Rankings.
Proc. ACM Meas. Anal. Comput. Syst.
Stefan Magureanu, Alexandre Proutière, Marcus Isaksson, Boxun Zhang
2016 J jnl
Optimal Distributed Scheduling in Wireless Networks Under the SINR Interference Model.
IEEE/ACM Trans. Netw.
Prasanna Chaporkar, Stefan Magureanu, Alexandre Proutière
2015 A* conf
Learning to Rank: Regret Lower Bounds and Efficient Algorithms.
SIGMETRICS
Richard Combes, Stefan Magureanu, Alexandre Proutière, Cyrille Laroche
2014 A* conf
Lipschitz Bandits: Regret Lower Bound and Optimal Algorithms.
COLT
Stefan Magureanu, Richard Combes, Alexandre Proutière
2014 J jnl
Lipschitz Bandits: Regret Lower Bounds and Optimal Algorithms.
CoRR
Stefan Magureanu, Richard Combes, Alexandre Proutière
2012 — conf
Epidemic Trust-Based Recommender Systems.
SocialCom/PASSAT
Stefan Magureanu, Nima Dokoohaki, Shahab Mokarizadeh, Mihhail Matskin