2023

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Variance-Minimizing Augmentation Logging for Counterfactual Evaluation in Contextual Bandits
Aaron David Tucker | Thorsten Joachims
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

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Uncertainty Quantification for Fairness in Two-Stage Recommender Systems
Lequn Wang | Thorsten Joachims
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

2022

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Counterfactual Learning To Rank for Utility-Maximizing Query Autocompletion
Adam Block | Rahul Kidambi | Daniel N. Hill | Thorsten Joachims | Inderjit S. Dhillon
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

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Optimizing Rankings for Recommendation in Matching Markets
Yi Su | Magd Bayoumi | Thorsten Joachims
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

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User Fairness, Item Fairness, and Diversity for Rankings in Two-Sided Markets
Lequn Wang | Thorsten Joachims
ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, Virtual Event, Canada, July 11, 2021

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Fairness and Control of Exposure in Two-sided Markets
Thorsten Joachims
ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, Virtual Event, Canada, July 11, 2021

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Policy-Gradient Training of Fair and Unbiased Ranking Functions
Himank Yadav | Zhengxiao Du | Thorsten Joachims
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

2020

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Exploring Acoustic Similarity for Novel Music Recommendation
Derek Cheng | Thorsten Joachims | Douglas Turnbull
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 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

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Controlling Fairness and Bias in Dynamic Learning-to-Rank
Marco Morik | Ashudeep Singh | Jessica Hong | 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

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Estimating Position Bias without Intrusive Interventions
Aman Agarwal | Ivan Zaitsev | Xuanhui Wang | Cheng Li | Marc Najork | Thorsten Joachims
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

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Intervention Harvesting for Context-Dependent Examination-Bias Estimation
Zhichong Fang | Aman Agarwal | Thorsten Joachims
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

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A General Framework for Counterfactual Learning-to-Rank
Aman Agarwal | Kenta Takatsu | Ivan Zaitsev | Thorsten Joachims
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 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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Accurately Interpreting Clickthrough Data as Implicit Feedback
Thorsten Joachims | Laura A. Granka | Bing Pan | Helene Hembrooke | Geri Gay
2017 Volume 51 Issue 1

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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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Modeling Intransitivity in Matchup and Comparison Data
Shuo Chen | Thorsten Joachims
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, San Francisco, CA, USA, February 22-25, 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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Counterfactual Evaluation and Learning for Search, Recommendation and Ad Placement
Thorsten Joachims | Adith Swaminathan
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 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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Learning from User Interactions
Thorsten Joachims
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, WSDM 2015, Shanghai, China, February 2-6, 2015

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Counterfactual Risk Minimization
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

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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

2014

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Taste Space Versus the World: an Embedding Analysis of Listening Habits and Geography
Joshua L. Moore | Thorsten Joachims | Douglas Turnbull
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

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Was this review helpful to you?: it depends! context and voting patterns in online content
Ruben Sipos | Arpita Ghosh | Thorsten Joachims
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014

2013

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Taste Over Time: The Temporal Dynamics of User Preferences
Joshua L. Moore | Shuo Chen | Douglas Turnbull | Thorsten Joachims
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

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Generating comparative summaries from reviews
Ruben Sipos | Thorsten Joachims
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013

2012

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Large-scale validation and analysis of interleaved search evaluation
Olivier Chapelle | Thorsten Joachims | Filip Radlinski | Yisong Yue
2012 Volume 30 Issue 1

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Learning to Embed Songs and Tags for Playlist Prediction
Joshua L. Moore | Shuo Chen | Thorsten Joachims | Douglas Turnbull
Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012

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Temporal corpus summarization using submodular word coverage
Ruben Sipos | Adith Swaminathan | Pannaga Shivaswamy | Thorsten Joachims
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

2011

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Enriching information retrieval
Paul N. Bennett | Khalid El-Arini | Thorsten Joachims | Krysta M. Svore
2011 Volume 45 Issue 2

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Dynamic ranked retrieval
Christina Brandt | Thorsten Joachims | Yisong Yue | Jacob Bank
Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011, Hong Kong, China, February 9-12, 2011

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Structured learning of two-level dynamic rankings
Karthik Raman | Thorsten Joachims | Pannaga Shivaswamy
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

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The Value of User Feedback
Thorsten Joachims
Advances in Information Retrieval - 33rd European Conference on IR Research, ECIR 2011, Dublin, Ireland, April 18-21, 2011. Proceedings

2010

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Introduction to special issue on learning to rank for information retrieval
Tie-Yan Liu | Thorsten Joachims | Hang Li | Chengxiang Zhai
2010 Volume 13 Issue 3

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Learning more powerful test statistics for click-based retrieval evaluation
Yisong Yue | Yue Gao | Olivier Chapelle | Ya Zhang | Thorsten Joachims
Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010

2009

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Redundancy, diversity and interdependent document relevance
Filip Radlinski | Paul N. Bennett | Ben Carterette | Thorsten Joachims
2009 Volume 43 Issue 2

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Identifying the original contribution of a document via language modeling
Benyah Shaparenko | Thorsten Joachims
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA, USA, July 19-23, 2009

2008

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Beyond binary relevance: preferences, diversity, and set-level judgments
Paul N. Bennett | Ben Carterette | Olivier Chapelle | Thorsten Joachims
2008 Volume 42 Issue 2

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Eye tracking and online search: Lessons learned and challenges ahead
Lori Lorigo | Maya Haridasan | Hrönn Brynjarsdóttir | Ling Xia | Thorsten Joachims | Geri Gay | Laura A. Granka | Fabio Pellacini | Bing Pan
2008 Volume 59 Issue 7

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How does clickthrough data reflect retrieval quality?
Filip Radlinski | Madhu Kurup | Thorsten Joachims
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008

2007

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Learning to rank for information retrieval (LR4IR 2007)
Thorsten Joachims | Hang Li | Tie-Yan Liu | ChengXiang Zhai
2007 Volume 41 Issue 2

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Evaluating the accuracy of implicit feedback from clicks and query reformulations in Web search
Thorsten Joachims | Laura A. Granka | Bing Pan | Helene Hembrooke | Filip Radlinski | Geri Gay
2007 Volume 25 Issue 2

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A support vector method for optimizing average precision
Yisong Yue | Thomas Finley | Filip Radlinski | Thorsten Joachims
SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007

2006

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The influence of task and gender on search and evaluation behavior using Google
Lori Lorigo | Bing Pan | Helene Hembrooke | Thorsten Joachims | Laura A. Granka | Geri Gay
2006 Volume 42 Issue 4

2005

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Accurately interpreting clickthrough data as implicit feedback
Thorsten Joachims | Laura A. Granka | Bing Pan | Helene Hembrooke | Geri Gay
SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005

2004

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Eye-tracking analysis of user behavior in WWW search
Laura A. Granka | Thorsten Joachims | Geri Gay
SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Sheffield, UK, July 25-29, 2004

2003

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SIGIR 2003 workshop report: implicit measures of user interests and preferences
Susan T. Dumais | Thorsten Joachims | Krishna Bharat | Andreas S. Weigend
2003 Volume 37 Issue 2

2001

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A Statistical Learning Model of Text Classification for Support Vector Machines
Thorsten Joachims
SIGIR 2001: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, September 9-13, 2001, New Orleans, Louisiana, USA

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