Sami Jullien

According to our database, Sami Jullien authored at least 12 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Distributional Reinforcement Learning with Dual Expectile-Quantile Regression.

Sami Jullien, Romain Deffayet, Jean-Michel Renders, Paul Groth, Maarten de Rijke

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

2024

Are We Really Achieving Better Beyond-Accuracy Performance in Next Basket Recommendation?

Ming Li, Yuanna Liu, Sami Jullien, Mozhdeh Ariannezhad, Andrew Yates, Mohammad Aliannejadi, Maarten de Rijke

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

2023

Report on the 1st Workshop on Generative Information Retrieval (Gen-IR 2023) at SIGIR 2023.

Gabriel Bénédict, Ruqing Zhang, Donald Metzler, Andrew Yates, Romain Deffayet, Philipp Hager, Sami Jullien

SIGIR Forum, December, 2023

A Next Basket Recommendation Reality Check.

Ming Li, Sami Jullien, Mozhdeh Ariannezhad, Maarten de Rijke

ACM Trans. Inf. Syst., October, 2023

A Simulation Environment and Reinforcement Learning Method for Waste Reduction.

Sami Jullien, Mozhdeh Ariannezhad, Paul Groth, Maarten de Rijke

Trans. Mach. Learn. Res., 2023

Complex Item Set Recommendation.

Mozhdeh Ariannezhad, Ming Li, Sami Jullien, Maarten de Rijke

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

2022

GLDQN: Explicitly Parameterized Quantile Reinforcement Learning for Waste Reduction.

Sami Jullien, Mozhdeh Ariannezhad, Paul Groth, Maarten de Rijke

CoRR, 2022

Towards Reproducible Machine Learning Research in Information Retrieval.

Ana Lucic, Maurits J. R. Bleeker, Maarten de Rijke, Koustuv Sinha, Sami Jullien, Robert Stojnic

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

ReCANet: A Repeat Consumption-Aware Neural Network for Next Basket Recommendation in Grocery Shopping.

Mozhdeh Ariannezhad, Sami Jullien, Ming Li, Min Fang, Sebastian Schelter, Maarten de Rijke

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Reproducibility as a Mechanism for Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence.

Ana Lucic, Maurits J. R. Bleeker, Sami Jullien, Samarth Bhargav, Maarten de Rijke

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence through the Lens of Reproducibility.

Ana Lucic, Maurits J. R. Bleeker, Sami Jullien, Samarth Bhargav, Maarten de Rijke

CoRR, 2021

Understanding Multi-channel Customer Behavior in Retail.

Mozhdeh Ariannezhad, Sami Jullien, Pim Nauts, Min Fang, Sebastian Schelter, Maarten de Rijke

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021