Tobias Schnabel

2023

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When Newer is Not Better: Does Deep Learning Really Benefit Recommendation From Implicit Feedback?
Yushun Dong|Jundong Li|Tobias Schnabel
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
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Foreword for Workshop on Decision Making for Information Retrieval and Recommender Systems.
Da Xu|Tobias Schnabel|Xiquan Cui|Sarah Dean|Aniket Deshmukh|Bo Yang|Shipeng Yu
Companion Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

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EvalRS: a rounded evaluation of recommender systems.
Jacopo Tagliabue|Federico Bianchi|Tobias Schnabel|Giuseppe Attanasio|Ciro Greco|Gabriel de Souza P. Moreira|Patrick John Chia
Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), Atlanta, USA, October 17-21, 2022.

2020

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The Impact of More Transparent Interfaces on Behavior in Personalized Recommendation.
Tobias Schnabel|Saleema Amershi|Paul N. Bennett|Peter Bailey|Thorsten Joachims
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

2019

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Shaping Feedback Data in Recommender Systems with Interventions Based on Information Foraging Theory.
Tobias Schnabel|Paul N. Bennett|Thorsten Joachims
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

2018

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Short-Term Satisfaction and Long-Term Coverage: Understanding How Users Tolerate Algorithmic Exploration.
Tobias Schnabel|Paul N. Bennett|Susan T. Dumais|Thorsten Joachims
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

2017

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Unbiased Learning-to-Rank with Biased Feedback.
Thorsten Joachims|Adith Swaminathan|Tobias Schnabel
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

2016

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Unbiased Comparative Evaluation of Ranking Functions.
Tobias Schnabel|Adith Swaminathan|Peter I. Frazier|Thorsten Joachims
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, ICTIR 2016, Newark, DE, USA, September 12- 6, 2016
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Using Shortlists to Support Decision Making and Improve Recommender System Performance.
Tobias Schnabel|Paul N. Bennett|Susan T. Dumais|Thorsten Joachims
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016

2015

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Unbiased Ranking Evaluation on a Budget.
Tobias Schnabel|Adith Swaminathan|Thorsten Joachims
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume