Sami Jullien

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Artificial Intelligence

Quantile Regression

Contextual Bandit

Top Venues

ACM Trans. Inf. Syst.

Publications

Ming Li, Yuanna Liu, Sami Jullien, Mozhdeh Ariannezhad, Andrew Yates, Mohammad Aliannejadi, Maarten de Rijke
Are We Really Achieving Better Beyond-Accuracy Performance in Next Basket Recommendation? SIGIR (2024)
Ming Li, Yuanna Liu, Sami Jullien, Mozhdeh Ariannezhad, Mohammad Aliannejadi, Andrew Yates, Maarten de Rijke
Are We Really Achieving Better Beyond-Accuracy Performance in Next Basket Recommendation? CoRR (2024)
Mozhdeh Ariannezhad, Ming Li, Sami Jullien, Maarten de Rijke
Complex Item Set Recommendation. SIGIR (2023)
Sami Jullien, Romain Deffayet, Jean-Michel Renders, Paul Groth, Maarten de Rijke
Distributional Reinforcement Learning with Dual Expectile-Quantile Regression. CoRR (2023)
Ming Li, Sami Jullien, Mozhdeh Ariannezhad, Maarten de Rijke
A Next Basket Recommendation Reality Check. ACM Trans. Inf. Syst. 41 (4) (2023)
Gabriel Bénédict, Ruqing Zhang, Donald Metzler, Andrew Yates, Romain Deffayet, Philipp Hager, Sami Jullien
Report on the 1st Workshop on Generative Information Retrieval (Gen-IR 2023) at SIGIR 2023. SIGIR Forum 57 (2) (2023)
Sami Jullien, Mozhdeh Ariannezhad, Paul Groth, Maarten de Rijke
A Simulation Environment and Reinforcement Learning Method for Waste Reduction. Trans. Mach. Learn. Res. 2023 (2023)
Ana Lucic, Maurits J. R. Bleeker, Sami Jullien, Samarth Bhargav, Maarten de Rijke
Reproducibility as a Mechanism for Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence. AAAI (2022)
Ana Lucic, Maurits J. R. Bleeker, Maarten de Rijke, Koustuv Sinha, Sami Jullien, Robert Stojnic
Towards Reproducible Machine Learning Research in Information Retrieval. SIGIR (2022)
Sami Jullien, Mozhdeh Ariannezhad, Paul Groth, Maarten de Rijke
GLDQN: Explicitly Parameterized Quantile Reinforcement Learning for Waste Reduction. CoRR (2022)
Mozhdeh Ariannezhad, Sami Jullien, Ming Li, Min Fang, Sebastian Schelter, Maarten de Rijke
ReCANet: A Repeat Consumption-Aware Neural Network for Next Basket Recommendation in Grocery Shopping. SIGIR (2022)
Ana Lucic, Maurits Bleeker, Sami Jullien, Samarth Bhargav, Maarten de Rijke
Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence through the Lens of Reproducibility. CoRR (2021)
Ming Li, Sami Jullien, Mozhdeh Ariannezhad, Maarten de Rijke
A Next Basket Recommendation Reality Check. CoRR (2021)
Mozhdeh Ariannezhad, Sami Jullien, Pim Nauts, Min Fang, Sebastian Schelter, Maarten de Rijke
Understanding Multi-channel Customer Behavior in Retail. CIKM (2021)