Month: February 2022

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}}