Papers about to be published this month:

  • Yifan Chen, Yang Wang, Pengjie Ren, Meng Wang, and Maarten de Rijke. Bayesian Feature Interaction Selection for Factorization Machines. Artificial Intelligence, 302:103589, January 2022. Bibtex, PDF
    @article{chen-2022-bayesian,
    author = {Chen, Yifan and Wang, Yang and Ren, Pengjie and Wang, Meng and de Rijke, Maarten},
    date-added = {2020-05-09 14:15:34 +0200},
    date-modified = {2021-09-14 05:59:23 +0200},
    journal = {Artificial Intelligence},
    month = {January},
    pages = {103589},
    title = {Bayesian Feature Interaction Selection for Factorization Machines},
    volume = {302},
    year = {2022}}
  • Wanyu Chen, Pengjie Ren, Fei Cai, Fei Sun, and Maarten de Rijke. Multi-interest Diversification for End-to-end Sequential Recommendation. ACM Transactions on Information Systems, 40(1):Article 20, January 2022. Bibtex, PDF
    @article{chen-2022-multi-interest,
    author = {Chen, Wanyu and Ren, Pengjie and Cai, Fei and Sun, Fei and de Rijke, Maarten},
    date-added = {2020-12-30 19:09:27 +0100},
    date-modified = {2021-09-14 05:58:00 +0200},
    journal = {ACM Transactions on Information Systems},
    month = {January},
    number = {1},
    pages = {Article 20},
    title = {Multi-interest Diversification for End-to-end Sequential Recommendation},
    volume = {40},
    year = {2022}}
  • Jin Huang, Harrie Oosterhuis, and Maarten de Rijke. It Is Different When Items Are Older: Debiasing Recommendations When Selection Bias and User Preferences are Dynamic. In WSDM 2022: The Fifteenth International Conference on Web Search and Data Mining, page 381–289. ACM, February 2022. Bibtex, PDF
    @inproceedings{huang-2022-different,
    author = {Huang, Jin and Oosterhuis, Harrie and de Rijke, Maarten},
    booktitle = {WSDM 2022: The Fifteenth International Conference on Web Search and Data Mining},
    date-added = {2021-10-12 06:17:51 +0200},
    date-modified = {2022-02-26 10:20:25 +0100},
    month = {February},
    pages = {381--289},
    publisher = {ACM},
    title = {It Is Different When Items Are Older: Debiasing Recommendations When Selection Bias and User Preferences are Dynamic},
    year = {2022}}
  • Ana Lucic, Harrie Oosterhuis, Hinda Haned, and Maarten de Rijke. FOCUS: Flexible Optimizable Counterfactual Explanations for Tree Ensembles. In AAAI 2022: Thirty-Sixth AAAI Conference on Artificial Intelligence. AAAI, February 2022. Bibtex, PDF
    @inproceedings{lucic-2022-focus,
    author = {Lucic, Ana and Oosterhuis, Harrie and Haned, Hinda and de Rijke, Maarten},
    booktitle = {AAAI 2022: Thirty-Sixth AAAI Conference on Artificial Intelligence},
    date-added = {2021-12-01 11:40:23 +0100},
    date-modified = {2021-12-01 11:42:46 +0100},
    month = {February},
    publisher = {AAAI},
    title = {FOCUS: Flexible Optimizable Counterfactual Explanations for Tree Ensembles},
    year = {2022}}
  • Ana Lucic, Maurits Bleeker, Sami Jullien, Samarth Bhargav, and Maarten de Rijke. Reproducibility as a Mechanism for Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence. In Twelfth AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-22). AAAI Press, February 2022. Bibtex, PDF
    @inproceedings{lucic-2022-reproducibility,
    author = {Lucic, Ana and Bleeker, Maurits and Jullien, Sami and Bhargav, Samarth and de Rijke, Maarten},
    booktitle = {Twelfth AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-22)},
    date-added = {2021-11-13 06:14:16 +0100},
    date-modified = {2021-11-13 06:16:19 +0100},
    month = {February},
    publisher = {AAAI Press},
    title = {Reproducibility as a Mechanism for Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence},
    year = {2022}}
  • Fatemeh Sarvi, Maria Heuss, Mohammad Aliannejadi, Sebastian Schelter, and Maarten de Rijke. Understanding and Mitigating the Effect of Outliers in Fair Ranking. In WSDM 2022: The Fifteenth International Conference on Web Search and Data Mining, page 861–869. ACM, February 2022. Bibtex, PDF
    @inproceedings{sarvi-2022-understanding,
    author = {Sarvi, Fatemeh and Heuss, Maria and Aliannejadi, Mohammad and Schelter, Sebastian and de Rijke, Maarten},
    booktitle = {WSDM 2022: The Fifteenth International Conference on Web Search and Data Mining},
    date-added = {2021-10-12 06:20:17 +0200},
    date-modified = {2022-02-26 10:21:08 +0100},
    month = {February},
    pages = {861--869},
    publisher = {ACM},
    title = {Understanding and Mitigating the Effect of Outliers in Fair Ranking},
    year = {2022}}