Martin Mladenov

2024

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Report on the 1st Workshop on Simulations for Information Access (Sim4IA 2024) at SIGIR 2024.
Timo Breuer|Christin Katharina Kreutz|Norbert Fuhr|Krisztian Balog|Philipp Schaer|Nolwenn Bernard|Ingo Frommholz|Marcel Gohsen|Kaixin Ji|Gareth J. F. Jones|Jüri Keller|Jiqun Liu|Martin Mladenov|Gabriella Pasi|Johanne R. Trippas|Xi Wang|Saber Zerhoudi|ChengXiang Zhai
SIGIR Forum 2024 Volume 58 Issue 2
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Minimizing Live Experiments in Recommender Systems: User Simulation to Evaluate Preference Elicitation Policies.
Chih-Wei Hsu|Martin Mladenov|Ofer Meshi|James Pine|Hubert Pham|Shane Li|Xujian Liang|Anton Polishko|Li Yang|Ben Scheetz|Craig Boutilier
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024

2023

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Investigating Action-Space Generalization in Reinforcement Learning for Recommendation Systems.
Abhishek Naik|Bo Chang|Alexandros Karatzoglou|Martin Mladenov|Ed H. Chi|Minmin Chen
Companion Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2021

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Towards Content Provider Aware Recommender Systems: A Simulation Study on the Interplay between User and Provider Utilities.
Ruohan Zhan|Konstantina Christakopoulou|Ya Le|Jayden Ooi|Martin Mladenov|Alex Beutel|Craig Boutilier|Ed H. Chi|Minmin Chen
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.