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@article{DBLP:journals/corr/abs-2406-02463,
  author       = {Yingtai Xiao and
                  Jian Du and
                  Shikun Zhang and
                  Qiang Yan and
                  Danfeng Zhang and
                  Daniel Kifer},
  title        = {Click Without Compromise: Online Advertising Measurement via Per User
                  Differential Privacy},
  journal      = {CoRR},
  volume       = {abs/2406.02463},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2406.02463},
  doi          = {10.48550/ARXIV.2406.02463},
  eprinttype    = {arXiv},
  eprint       = {2406.02463},
  timestamp    = {Fri, 05 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-02463.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2410-01091,
  author       = {Brett Mullins and
                  Miguel Fuentes and
                  Yingtai Xiao and
                  Daniel Kifer and
                  Cameron Musco and
                  Daniel Sheldon},
  title        = {Efficient and Private Marginal Reconstruction with Local Non-Negativity},
  journal      = {CoRR},
  volume       = {abs/2410.01091},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2410.01091},
  doi          = {10.48550/ARXIV.2410.01091},
  eprinttype    = {arXiv},
  eprint       = {2410.01091},
  timestamp    = {Tue, 05 Nov 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2410-01091.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/pvldb/XiaoWZK23,
  author       = {Yingtai Xiao and
                  Guanhong Wang and
                  Danfeng Zhang and
                  Daniel Kifer},
  title        = {Answering Private Linear Queries Adaptively using the Common Mechanism},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {16},
  number       = {8},
  pages        = {1883--1896},
  year         = {2023},
  url          = {https://www.vldb.org/pvldb/vol16/p1883-xiao.pdf},
  doi          = {10.14778/3594512.3594519},
  timestamp    = {Sun, 17 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/XiaoWZK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/vldb/DingWXWZK23,
  author       = {Zeyu Ding and
                  Yuxin Wang and
                  Yingtai Xiao and
                  Guanhong Wang and
                  Danfeng Zhang and
                  Daniel Kifer},
  title        = {Free gap estimates from the exponential mechanism, sparse vector,
                  noisy max and related algorithms},
  journal      = {{VLDB} J.},
  volume       = {32},
  number       = {1},
  pages        = {23--48},
  year         = {2023},
  url          = {https://doi.org/10.1007/s00778-022-00728-2},
  doi          = {10.1007/S00778-022-00728-2},
  timestamp    = {Tue, 01 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/vldb/DingWXWZK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/XiaoHZK23,
  author       = {Yingtai Xiao and
                  Guanlin He and
                  Danfeng Zhang and
                  Daniel Kifer},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {An Optimal and Scalable Matrix Mechanism for Noisy Marginals under
                  Convex Loss Functions},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/414f4c9fe9653e5de98fad6964d50315-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/XiaoHZK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2305-08175,
  author       = {Yingtai Xiao and
                  Guanlin He and
                  Danfeng Zhang and
                  Daniel Kifer},
  title        = {An Optimal and Scalable Matrix Mechanism for Noisy Marginals under
                  Convex Loss Functions},
  journal      = {CoRR},
  volume       = {abs/2305.08175},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.08175},
  doi          = {10.48550/ARXIV.2305.08175},
  eprinttype    = {arXiv},
  eprint       = {2305.08175},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-08175.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2308-08057,
  author       = {Zeyu Ding and
                  John Durrell and
                  Daniel Kifer and
                  Prottay Protivash and
                  Guanhong Wang and
                  Yuxin Wang and
                  Yingtai Xiao and
                  Danfeng Zhang},
  title        = {A Floating-Point Secure Implementation of the Report Noisy Max with
                  Gap Mechanism},
  journal      = {CoRR},
  volume       = {abs/2308.08057},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.08057},
  doi          = {10.48550/ARXIV.2308.08057},
  eprinttype    = {arXiv},
  eprint       = {2308.08057},
  timestamp    = {Tue, 01 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-08057.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2212-00135,
  author       = {Yingtai Xiao and
                  Guanhong Wang and
                  Danfeng Zhang and
                  Daniel Kifer},
  title        = {Answering Private Linear Queries Adaptively using the Common Mechanism},
  journal      = {CoRR},
  volume       = {abs/2212.00135},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2212.00135},
  doi          = {10.48550/ARXIV.2212.00135},
  eprinttype    = {arXiv},
  eprint       = {2212.00135},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2212-00135.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/pvldb/XiaoDWZK21,
  author       = {Yingtai Xiao and
                  Zeyu Ding and
                  Yuxin Wang and
                  Danfeng Zhang and
                  Daniel Kifer},
  title        = {Optimizing Fitness-For-Use of Differentially Private Linear Queries},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {14},
  number       = {10},
  pages        = {1730--1742},
  year         = {2021},
  url          = {http://www.vldb.org/pvldb/vol14/p1730-xiao.pdf},
  doi          = {10.14778/3467861.3467864},
  timestamp    = {Tue, 01 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/XiaoDWZK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ccs/WangDXKZ21,
  author       = {Yuxin Wang and
                  Zeyu Ding and
                  Yingtai Xiao and
                  Daniel Kifer and
                  Danfeng Zhang},
  editor       = {Yongdae Kim and
                  Jong Kim and
                  Giovanni Vigna and
                  Elaine Shi},
  title        = {DPGen: Automated Program Synthesis for Differential Privacy},
  booktitle    = {{CCS} '21: 2021 {ACM} {SIGSAC} Conference on Computer and Communications
                  Security, Virtual Event, Republic of Korea, November 15 - 19, 2021},
  pages        = {393--411},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3460120.3484781},
  doi          = {10.1145/3460120.3484781},
  timestamp    = {Tue, 01 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ccs/WangDXKZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2105-07260,
  author       = {Zeyu Ding and
                  Daniel Kifer and
                  Sayed M. Saghaian N. E. and
                  Thomas Steinke and
                  Yuxin Wang and
                  Yingtai Xiao and
                  Danfeng Zhang},
  title        = {The Permute-and-Flip Mechanism is Identical to Report-Noisy-Max with
                  Exponential Noise},
  journal      = {CoRR},
  volume       = {abs/2105.07260},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.07260},
  eprinttype    = {arXiv},
  eprint       = {2105.07260},
  timestamp    = {Tue, 01 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-07260.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2109-07441,
  author       = {Yuxin Wang and
                  Zeyu Ding and
                  Yingtai Xiao and
                  Daniel Kifer and
                  Danfeng Zhang},
  title        = {DPGen: Automated Program Synthesis for Differential Privacy},
  journal      = {CoRR},
  volume       = {abs/2109.07441},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.07441},
  eprinttype    = {arXiv},
  eprint       = {2109.07441},
  timestamp    = {Tue, 01 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-07441.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aaai/0020X0MZZT20,
  author       = {Yong Liu and
                  Yingtai Xiao and
                  Qiong Wu and
                  Chunyan Miao and
                  Juyong Zhang and
                  Binqiang Zhao and
                  Haihong Tang},
  title        = {Diversified Interactive Recommendation with Implicit Feedback},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {4932--4939},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i04.5931},
  doi          = {10.1609/AAAI.V34I04.5931},
  timestamp    = {Fri, 08 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/0020X0MZZT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2012-00135,
  author       = {Yingtai Xiao and
                  Zeyu Ding and
                  Yuxin Wang and
                  Danfeng Zhang and
                  Daniel Kifer},
  title        = {Optimizing Fitness-For-Use of Differentially Private Linear Queries},
  journal      = {CoRR},
  volume       = {abs/2012.00135},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.00135},
  eprinttype    = {arXiv},
  eprint       = {2012.00135},
  timestamp    = {Tue, 01 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-00135.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2012-01592,
  author       = {Zeyu Ding and
                  Yuxin Wang and
                  Yingtai Xiao and
                  Guanhong Wang and
                  Danfeng Zhang and
                  Daniel Kifer},
  title        = {Free Gap Estimates from the Exponential Mechanism, Sparse Vector,
                  Noisy Max and Related Algorithms},
  journal      = {CoRR},
  volume       = {abs/2012.01592},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.01592},
  eprinttype    = {arXiv},
  eprint       = {2012.01592},
  timestamp    = {Tue, 01 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-01592.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1907-01647,
  author       = {Yong Liu and
                  Yingtai Xiao and
                  Qiong Wu and
                  Chunyan Miao and
                  Juyong Zhang},
  title        = {Bandit Learning for Diversified Interactive Recommendation},
  journal      = {CoRR},
  volume       = {abs/1907.01647},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.01647},
  eprinttype    = {arXiv},
  eprint       = {1907.01647},
  timestamp    = {Tue, 19 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-01647.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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