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Added missing DOIs and updated references.
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WilliamLwj committed Jul 9, 2024
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131 changes: 79 additions & 52 deletions paper.bib
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Expand Up @@ -11,21 +11,21 @@ @article{Li2018Hyperband
}

@article{Nesterov2017Random,
author = {Nesterov, Yurii and Spokoiny, Vladimir},
title = {Random Gradient-Free Minimization of Convex Functions},
year = {2017},
issue_date = {April 2017},
publisher = {Springer-Verlag},
address = {Berlin, Heidelberg},
volume = {17},
number = {2},
issn = {1615-3375},
doi = {10.1007/s10208-015-9296-2},
journal = {Found. Comput. Math.},
month = {apr},
pages = {527–566},
numpages = {40},
keywords = {68Q25, Random methods, Stochastic optimization, Convex optimization, 90C25, Derivative-free methods, Complexity bounds, 0C47}
author = {Nesterov, Yurii and Spokoiny, Vladimir},
title = {Random Gradient-Free Minimization of Convex Functions},
year = {2017},
issue_date = {April 2017},
publisher = {Springer-Verlag},
address = {Berlin, Heidelberg},
volume = {17},
number = {2},
issn = {1615-3375},
doi = {10.1007/s10208-015-9296-2},
journal = {Found. Comput. Math.},
month = {apr},
pages = {527–566},
numpages = {40},
keywords = {68Q25, Random methods, Stochastic optimization, Convex optimization, 90C25, Derivative-free methods, Complexity bounds, 0C47}
}


Expand All @@ -39,6 +39,7 @@ @article{Jones1993Lipschitzian
timestamp = {2013-08-07T15:30:51.000+0200},
title = {{Lipschitzian optimization without the Lipschitz constant}},
type = {{Article}},
doi = {{10.1007/bf00941892}},
volume = {{79}},
year = {{1993}}
}
Expand Down Expand Up @@ -66,11 +67,12 @@ @article{Chu2011Contextual


@inproceedings{Dragan2019Asset,
author = {Komljenovic, Dragan and Messaoudi, Darragi and Cote, Alain and Gaha, Mohamed and Vouligny, Luc and Alarie, Stephane and Blancke, Olivier},
year = {2019},
month = {07},
booktitle = {World Congress on Resilience, Reliability and Asset Management},
title = {Asset Management in Electrical Utilities in the Context of Business and Operational Complexity},
author = {Komljenovic, Dragan and Messaoudi, Darragi and Cote, Alain and Gaha, Mohamed and Vouligny, Luc and Alarie, Stephane and Blancke, Olivier},
year = {2019},
month = {07},
booktitle = {World Congress on Resilience, Reliability and Asset Management},
title = {Asset Management in Electrical Utilities in the Context of Business and Operational Complexity},
doi = {10.1007/978-3-030-64228-0_4},
}

@inproceedings{golovin2017google,
Expand Down Expand Up @@ -145,6 +147,7 @@ @article{audibert2009exploration
number={19},
pages={1876--1902},
year={2009},
doi = {10.1016/j.tcs.2009.01.016},
publisher={Elsevier}
}

Expand Down Expand Up @@ -200,6 +203,7 @@ @article{Kawaguchi2016Global
number={56},
pages={153–195},
year={2016},
doi = {10.1613/jair.4742},
publisher={Elsevier}
}

Expand All @@ -226,6 +230,7 @@ @InProceedings{auer2007improved
and Gentile, Claudio",
title="Improved Rates for the Stochastic Continuum-Armed Bandit Problem",
booktitle="Conference on Learning Theory",
doi = "10.1007/978-3-540-72927-3_33",
year="2007",
pages="454--468",
}
Expand All @@ -242,18 +247,18 @@ @article{li2021optimumstatistical
}

@inproceedings{kleinberg2008multi-armed,
author = {Kleinberg, Robert and Slivkins, Aleksandrs and Upfal, Eli},
title = {Multi-Armed Bandits in Metric Spaces},
year = {2008},
isbn = {9781605580470},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
doi = {10.1145/1374376.1374475},
booktitle = {Proceedings of the Fortieth Annual ACM Symposium on Theory of Computing},
pages = {681–690},
numpages = {10},
location = {Victoria, British Columbia, Canada},
series = {STOC '08}
author = {Kleinberg, Robert and Slivkins, Aleksandrs and Upfal, Eli},
title = {Multi-Armed Bandits in Metric Spaces},
year = {2008},
isbn = {9781605580470},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
doi = {10.1145/1374376.1374475},
booktitle = {Proceedings of the Fortieth Annual ACM Symposium on Theory of Computing},
pages = {681–690},
numpages = {10},
location = {Victoria, British Columbia, Canada},
series = {STOC '08}
}

@article{bastani2020online,
Expand All @@ -264,8 +269,10 @@ @article{bastani2020online
number={1},
pages={276--294},
year={2020},
doi = {10.2139/ssrn.2661896},
publisher={INFORMS}
}

@inproceedings{dai2020federated,
author = {Dai, Zhongxiang and Low, Bryan Kian Hsiang and Jaillet, Patrick},
booktitle = {Advances in Neural Information Processing Systems},
Expand All @@ -287,6 +294,7 @@ @article{shi2021federateda
author={Shi, Chengshuai and Shen, Cong},
year={2021a},
month={May},
doi = {10.1609/aaai.v35i11.17156},
pages={9603-9611}
}

Expand Down Expand Up @@ -324,12 +332,14 @@ @inproceedings{mcmahan2017communication
}


@misc{Wang2022Federated,
author = {Wang, Chi-Hua and Li, Wenjie and Cheng, Guang and Lin, Guang},
title = {Federated Online Sparse Decision Making},
publisher = {arXiv},
year = {2022},
copyright = {arXiv.org perpetual, non-exclusive license}
@article{wang2023federated,
title={Federated High-Dimensional Online Decision Making},
author={Chi-Hua Wang and Wenjie Li and Guang Lin},
journal={Transactions on Machine Learning Research},
issn={2835-8856},
year={2023},
url={https://openreview.net/forum?id=TjaMO63fc9},
note={}
}


Expand All @@ -341,6 +351,7 @@ @inproceedings{zhu2021federated
author={Zhu, Zhaowei and Zhu, Jingxuan and Liu, Ji and Liu, Yang},
booktitle={Abstract Proceedings of the 2021 ACM SIGMETRICS/International Conference on Measurement and Modeling of Computer Systems},
pages={3--4},
doi = {10.1145/3543516.3453919},
year={2021}
}

Expand All @@ -350,6 +361,7 @@ @inproceedings{li2020federated
booktitle={2020 IEEE International Symposium on Information Theory (ISIT)},
pages={2592--2597},
year={2020},
doi = {10.1109/isit44484.2020.9174297},
organization={IEEE}
}

Expand Down Expand Up @@ -407,6 +419,7 @@ @article{Wiecek2022Testing
volume = {119},
number = {8},
pages = {e2116932119},
doi = {10.3386/w29180},
year = {2022},
}

Expand All @@ -430,6 +443,7 @@ @misc{Feng2021Lipschitz
title = {Lipschitz Bandits with Batched Feedback},
publisher = {arXiv},
year = {2021},
doi = {10.1109/tit.2023.3312308},
copyright = {arXiv.org perpetual, non-exclusive license}
}

Expand All @@ -444,6 +458,7 @@ @inproceedings{Tossou2016Algorithms
pages = {2087–2093},
numpages = {7},
location = {Phoenix, Arizona},
doi = {10.1609/aaai.v30i1.10212},
series = {AAAI'16}
}

Expand Down Expand Up @@ -521,6 +536,7 @@ @article{Shahriari2016Taking
volume={104},
number={1},
pages={148-175},
doi = {10.1109/jproc.2015.2494218},
}

@ARTICLE{DuchiOptimal,
Expand All @@ -545,21 +561,32 @@ @article{Shamir2015An



@article{Li2022Federated,
title={Federated X-armed Bandit},
volume={38},
url={https://ojs.aaai.org/index.php/AAAI/article/view/29267},
DOI={10.1609/aaai.v38i12.29267},
number={12},
journal={Proceedings of the AAAI Conference on Artificial Intelligence},
author={Li, Wenjie and Song, Qifan and Honorio, Jean and Lin, Guang},
year={2024},
month={Mar.},
pages={13628-13636}

@misc{Li2022Federated,
doi = {10.48550/ARXIV.2205.15268},

url = {https://arxiv.org/abs/2205.15268},

author = {Li, Wenjie and Song, Qifan and Honorio, Jean and Lin, Guang},

keywords = {Machine Learning (stat.ML), Machine Learning (cs.LG), FOS: Computer and information sciences, FOS: Computer and information sciences},

title = {Federated X-Armed Bandit},

publisher = {arXiv},
}

year = {2022},

copyright = {arXiv.org perpetual, non-exclusive license}
@InProceedings{Li2024Personalized,
title = {Personalized Federated {X}-armed Bandit},
author = {Li, Wenjie and Song, Qifan and Honorio, Jean},
booktitle = {Proceedings of The 27th International Conference on Artificial Intelligence and Statistics},
pages = {37--45},
year = {2024},
editor = {Dasgupta, Sanjoy and Mandt, Stephan and Li, Yingzhen},
volume = {238},
series = {Proceedings of Machine Learning Research},
month = {02--04 May},
publisher = {PMLR},
pdf = {https://proceedings.mlr.press/v238/li24a/li24a.pdf},
url = {https://proceedings.mlr.press/v238/li24a.html},
}

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