Sami Jullien

15 papers A* 5A 2Journal 8
YearRankTypeTitle / Venue / Authors
2025 A conf
Distributional Reinforcement Learning with Dual Expectile-Quantile Regression.
UAI
Sami Jullien, Romain Deffayet, Jean-Michel Renders, Paul Groth, Maarten de Rijke
2024 A* conf
Are We Really Achieving Better Beyond-Accuracy Performance in Next Basket Recommendation?
SIGIR
Ming Li, Yuanna Liu, Sami Jullien, Mozhdeh Ariannezhad, Andrew Yates, Mohammad Aliannejadi, Maarten de Rijke
2024 J jnl
Are We Really Achieving Better Beyond-Accuracy Performance in Next Basket Recommendation?
CoRR
Ming Li, Yuanna Liu, Sami Jullien, Mozhdeh Ariannezhad, Mohammad Aliannejadi, Andrew Yates, Maarten de Rijke
2023 J jnl
A Next Basket Recommendation Reality Check.
ACM Trans. Inf. Syst.
Ming Li, Sami Jullien, Mozhdeh Ariannezhad, Maarten de Rijke
2023 J jnl
A Simulation Environment and Reinforcement Learning Method for Waste Reduction.
Trans. Mach. Learn. Res.
Sami Jullien, Mozhdeh Ariannezhad, Paul Groth, Maarten de Rijke
2023 A* conf
Complex Item Set Recommendation.
SIGIR
Mozhdeh Ariannezhad, Ming Li, Sami Jullien, Maarten de Rijke
2023 J jnl
Distributional Reinforcement Learning with Dual Expectile-Quantile Regression.
CoRR
Sami Jullien, Romain Deffayet, Jean-Michel Renders, Paul Groth, Maarten de Rijke
2023 J jnl
Report on the 1st Workshop on Generative Information Retrieval (Gen-IR 2023) at SIGIR 2023.
SIGIR Forum
Gabriel Bénédict, Ruqing Zhang, Donald Metzler, Andrew Yates, Romain Deffayet, Philipp Hager, Sami Jullien
2022 J jnl
GLDQN: Explicitly Parameterized Quantile Reinforcement Learning for Waste Reduction.
CoRR
Sami Jullien, Mozhdeh Ariannezhad, Paul Groth, Maarten de Rijke
2022 A* conf
ReCANet: A Repeat Consumption-Aware Neural Network for Next Basket Recommendation in Grocery Shopping.
SIGIR
Mozhdeh Ariannezhad, Sami Jullien, Ming Li, Min Fang, Sebastian Schelter, Maarten de Rijke
2022 A* conf
Reproducibility as a Mechanism for Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence.
AAAI
Ana Lucic, Maurits J. R. Bleeker, Sami Jullien, Samarth Bhargav, Maarten de Rijke
2022 A* conf
Towards Reproducible Machine Learning Research in Information Retrieval.
SIGIR
Ana Lucic, Maurits J. R. Bleeker, Maarten de Rijke, Koustuv Sinha, Sami Jullien, Robert Stojnic
2021 J jnl
A Next Basket Recommendation Reality Check.
CoRR
Ming Li, Sami Jullien, Mozhdeh Ariannezhad, Maarten de Rijke
2021 J jnl
Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence through the Lens of Reproducibility.
CoRR
Ana Lucic, Maurits J. R. Bleeker, Sami Jullien, Samarth Bhargav, Maarten de Rijke
2021 A conf
Understanding Multi-channel Customer Behavior in Retail.
CIKM
Mozhdeh Ariannezhad, Sami Jullien, Pim Nauts, Min Fang, Sebastian Schelter, Maarten de Rijke