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Tao Yang

Orcid: 0000-0002-7282-2463

Affiliations:
  • University of Utah, Salt Lake City, UT, USA


According to our database1, Tao Yang authored at least 12 papers between 2020 and 2023.

Collaborative distances:

Timeline

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Bibliography

2023
Mitigating Exploitation Bias in Learning to Rank with an Uncertainty-aware Empirical Bayes Approach.
[BibTeX]
[DOI]
Tao Yang
,
Cuize Han
,
Chen Luo
,
Parth Gupta
,
Jeff M. Phillips
,
Qingyao Ai
CoRR, 2023

Marginal-Certainty-Aware Fair Ranking Algorithm.
[BibTeX]
[DOI]
Tao Yang
,
Zhichao Xu
,
Zhenduo Wang
,
Anh Tran
,
Qingyao Ai
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Vertical Allocation-based Fair Exposure Amortizing in Ranking.
[BibTeX]
[DOI]
Tao Yang
,
Zhichao Xu
,
Qingyao Ai
Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023

FARA: Future-aware Ranking Algorithm for Fairness Optimization.
[BibTeX]
[DOI]
Tao Yang
,
Zhichao Xu
,
Zhenduo Wang
,
Qingyao Ai
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022
Reinforcement Learning to Rank with Coarse-grained Labels.
[BibTeX]
[DOI]
Zhichao Xu
,
Anh Tran
,
Tao Yang
,
Qingyao Ai
CoRR, 2022

Learning to Rank Rationales for Explainable Recommendation.
[BibTeX]
[DOI]
Zhichao Xu
,
Yi Han
,
Tao Yang
,
Anh Tran
,
Qingyao Ai
CoRR, 2022

Effective Exposure Amortizing for Fair Top-k Recommendation.
[BibTeX]
[DOI]
Tao Yang
,
Zhichao Xu
,
Qingyao Ai
CoRR, 2022

Can Clicks Be Both Labels and Features?: Unbiased Behavior Feature Collection and Uncertainty-aware Learning to Rank.
[BibTeX]
[DOI]
Tao Yang
,
Chen Luo
,
Hanqing Lu
,
Parth Gupta
,
Bing Yin
,
Qingyao Ai
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

2021
Unbiased Learning to Rank: Online or Offline?
[BibTeX]
[DOI]
Qingyao Ai
,
Tao Yang
,
Huazheng Wang
,
Jiaxin Mao
ACM Trans. Inf. Syst., 2021

Maximizing Marginal Fairness for Dynamic Learning to Rank.
[BibTeX]
[DOI]
Tao Yang
,
Qingyao Ai
Proceedings of the WWW '21: The Web Conference 2021, 2021

ULTRA: An Unbiased Learning To Rank Algorithm Toolbox.
[BibTeX]
[DOI]
Anh Tran
,
Tao Yang
,
Qingyao Ai
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Analysis of Multivariate Scoring Functions for Automatic Unbiased Learning to Rank.
[BibTeX]
[DOI]
Tao Yang
,
Shikai Fang
,
Shibo Li
,
Yulan Wang
,
Qingyao Ai
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020


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