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@article{DBLP:journals/isci/LiLPW24,
author = {Zhaowen Li and
Jianming Liu and
Yichun Peng and
Ching{-}Feng Wen},
title = {A novel method to information fusion in multi-source incomplete interval-valued
data via conditional information entropy: Application to mutual information
entropy based attribute reduction},
journal = {Inf. Sci.},
volume = {658},
pages = {120011},
year = {2024},
url = {https://doi.org/10.1016/j.ins.2023.120011},
doi = {10.1016/J.INS.2023.120011},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/LiLPW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/JinHY000M24,
author = {Jiarui Jin and
Zexue He and
Mengyue Yang and
Weinan Zhang and
Yong Yu and
Jun Wang and
Julian J. McAuley},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Ravi Kumar and
Hady W. Lauw and
Roy Ka{-}Wei Lee},
title = {InfoRank: Unbiased Learning-to-Rank via Conditional Mutual Information
Minimization},
booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore,
May 13-17, 2024},
pages = {1350--1361},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589334.3645356},
doi = {10.1145/3589334.3645356},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/JinHY000M24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-08732,
author = {Linfeng Ye and
Shayan Mohajer Hamidi and
Renhao Tan and
En{-}Hui Yang},
title = {Bayes Conditional Distribution Estimation for Knowledge Distillation
Based on Conditional Mutual Information},
journal = {CoRR},
volume = {abs/2401.08732},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.08732},
doi = {10.48550/ARXIV.2401.08732},
eprinttype = {arXiv},
eprint = {2401.08732},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-08732.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-12553,
author = {Jiarui Jin and
Zexue He and
Mengyue Yang and
Weinan Zhang and
Yong Yu and
Jun Wang and
Julian J. McAuley},
title = {InfoRank: Unbiased Learning-to-Rank via Conditional Mutual Information
Minimization},
journal = {CoRR},
volume = {abs/2401.12553},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.12553},
doi = {10.48550/ARXIV.2401.12553},
eprinttype = {arXiv},
eprint = {2401.12553},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-12553.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-00556,
author = {Jake Witter and
Conor J. Houghton},
title = {Nearest-Neighbours Estimators for Conditional Mutual Information},
journal = {CoRR},
volume = {abs/2403.00556},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.00556},
doi = {10.48550/ARXIV.2403.00556},
eprinttype = {arXiv},
eprint = {2403.00556},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-00556.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07013,
author = {Jun Xia and
Shaorong Chen and
Jingbo Zhou and
Tianze Ling and
Wenjie Du and
Sizhe Liu and
Stan Z. Li},
title = {AdaNovo: Adaptive {\textbackslash}emph\{De Novo\} Peptide Sequencing
with Conditional Mutual Information},
journal = {CoRR},
volume = {abs/2403.07013},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.07013},
doi = {10.48550/ARXIV.2403.07013},
eprinttype = {arXiv},
eprint = {2403.07013},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-07013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-09480,
author = {Kyubyung Chae and
Jaepill Choi and
Yohan Jo and
Taesup Kim},
title = {Mitigating Hallucination in Abstractive Summarization with Domain-Conditional
Mutual Information},
journal = {CoRR},
volume = {abs/2404.09480},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.09480},
doi = {10.48550/ARXIV.2404.09480},
eprinttype = {arXiv},
eprint = {2404.09480},
timestamp = {Wed, 15 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-09480.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/TeisseyreL23,
author = {Pawel Teisseyre and
Jaesung Lee},
title = {Multilabel all-relevant feature selection using lower bounds of conditional
mutual information},
journal = {Expert Syst. Appl.},
volume = {216},
pages = {119436},
year = {2023},
url = {https://doi.org/10.1016/j.eswa.2022.119436},
doi = {10.1016/J.ESWA.2022.119436},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/TeisseyreL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jetai/ChenMLW23,
author = {Shenglei Chen and
Xin Ma and
Linyuan Liu and
Limin Wang},
title = {Selective A\emph{n}DE based on attributes ranking by Maximin Conditional
Mutual Information {(MMCMI)}},
journal = {J. Exp. Theor. Artif. Intell.},
volume = {35},
number = {1},
pages = {151--170},
year = {2023},
url = {https://doi.org/10.1080/0952813x.2022.2062457},
doi = {10.1080/0952813X.2022.2062457},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jetai/ChenMLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/XuYL023,
author = {Jie Xu and
Guanxue Yang and
Guohai Liu and
Hui Liu},
title = {Inferring Gene Regulatory Networks via Ensemble Path Consistency Algorithm
Based on Conditional Mutual Information},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {20},
number = {3},
pages = {1807--1816},
year = {2023},
url = {https://doi.org/10.1109/TCBB.2022.3220581},
doi = {10.1109/TCBB.2022.3220581},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/XuYL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangLDZX23,
author = {Hao Zhang and
Chenglin Li and
Wenrui Dai and
Junni Zou and
Hongkai Xiong},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {FedCR: Personalized Federated Learning Based on Across-Client Common
Representation with Conditional Mutual Information Regularization},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {41314--41330},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/zhang23w.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangLDZX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DunionMLHA23,
author = {Mhairi Dunion and
Trevor McInroe and
Kevin Sebastian Luck and
Josiah Hanna and
Stefano V. Albrecht},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Conditional Mutual Information for Disentangled Representations in
Reinforcement Learning},
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/fd750154df5f199f94df897975621306-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DunionMLHA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WimmerSHBH23,
author = {Lisa Wimmer and
Yusuf Sale and
Paul Hofman and
Bernd Bischl and
Eyke H{\"{u}}llermeier},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Quantifying aleatoric and epistemic uncertainty in machine learning:
Are conditional entropy and mutual information appropriate measures?},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2282--2292},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/wimmer23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/uai/WimmerSHBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14133,
author = {Mhairi Dunion and
Trevor McInroe and
Kevin Sebastian Luck and
Josiah P. Hanna and
Stefano V. Albrecht},
title = {Conditional Mutual Information for Disentangled Representations in
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2305.14133},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14133},
doi = {10.48550/ARXIV.2305.14133},
eprinttype = {arXiv},
eprint = {2305.14133},
timestamp = {Mon, 05 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14133.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03301,
author = {Soham Gadgil and
Ian Covert and
Su{-}In Lee},
title = {Estimating Conditional Mutual Information for Dynamic Feature Selection},
journal = {CoRR},
volume = {abs/2306.03301},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03301},
doi = {10.48550/ARXIV.2306.03301},
eprinttype = {arXiv},
eprint = {2306.03301},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03301.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-15245,
author = {Liliang Ren and
Mankeerat Sidhu and
Qi Zeng and
Revanth Gangi Reddy and
Heng Ji and
ChengXiang Zhai},
title = {{C-PMI:} Conditional Pointwise Mutual Information for Turn-level Dialogue
Evaluation},
journal = {CoRR},
volume = {abs/2306.15245},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.15245},
doi = {10.48550/ARXIV.2306.15245},
eprinttype = {arXiv},
eprint = {2306.15245},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-15245.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-09123,
author = {En{-}Hui Yang and
Shayan Mohajer Hamidi and
Linfeng Ye and
Renhao Tan and
Beverly Yang},
title = {Conditional Mutual Information Constrained Deep Learning for Classification},
journal = {CoRR},
volume = {abs/2309.09123},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.09123},
doi = {10.48550/ARXIV.2309.09123},
eprinttype = {arXiv},
eprint = {2309.09123},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-09123.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/GuGXL22,
author = {Xiangyuan Gu and
Jichang Guo and
Lijun Xiao and
Chongyi Li},
title = {Conditional mutual information-based feature selection algorithm for
maximal relevance minimal redundancy},
journal = {Appl. Intell.},
volume = {52},
number = {2},
pages = {1436--1447},
year = {2022},
url = {https://doi.org/10.1007/s10489-021-02412-4},
doi = {10.1007/S10489-021-02412-4},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/GuGXL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/ChenHC22,
author = {Ting{-}Li Chen and
Fushing Hsieh and
Elizabeth P. Chou},
title = {Learned Practical Guidelines for Evaluating Conditional Entropy and
Mutual Information in Discovering Major Factors of Response-vs.-Covariate
Dynamics},
journal = {Entropy},
volume = {24},
number = {10},
pages = {1382},
year = {2022},
url = {https://doi.org/10.3390/e24101382},
doi = {10.3390/E24101382},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/ChenHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/ZanMADG22,
author = {Lei Zan and
Anouar Meynaoui and
Charles K. Assaad and
Emilie Devijver and
{\'{E}}ric Gaussier},
title = {A Conditional Mutual Information Estimator for Mixed Data and an Associated
Conditional Independence Test},
journal = {Entropy},
volume = {24},
number = {9},
pages = {1234},
year = {2022},
url = {https://doi.org/10.3390/e24091234},
doi = {10.3390/E24091234},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/entropy/ZanMADG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/ZhaiYX22,
author = {Yuan Zhai and
Bo Yang and
Zhengjun Xi},
title = {Belavkin-Staszewski Relative Entropy, Conditional Entropy, and Mutual
Information},
journal = {Entropy},
volume = {24},
number = {6},
pages = {837},
year = {2022},
url = {https://doi.org/10.3390/e24060837},
doi = {10.3390/E24060837},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/entropy/ZhaiYX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmm/KavithaE22,
author = {G. Kavitha and
N. M. Elango},
title = {Genetic Algorithm-Conditional Mutual Information Maximization based
feature selection for Bot Attack Classification in IoT devices},
journal = {J. Mobile Multimedia},
volume = {18},
number = {1},
pages = {119--134},
year = {2022},
url = {https://doi.org/10.13052/jmm1550-4646.1816},
doi = {10.13052/JMM1550-4646.1816},
timestamp = {Tue, 11 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmm/KavithaE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/WenLJLLDSSHZ22,
author = {Dong Wen and
Rou Li and
Mengmeng Jiang and
Jingjing Li and
Yijun Liu and
Xianling Dong and
M. Iqbal Saripan and
Haiqing Song and
Wei Han and
Yanhong Zhou},
title = {Multi-dimensional conditional mutual information with application
on the {EEG} signal analysis for spatial cognitive ability evaluation},
journal = {Neural Networks},
volume = {148},
pages = {23--36},
year = {2022},
url = {https://doi.org/10.1016/j.neunet.2021.12.010},
doi = {10.1016/J.NEUNET.2021.12.010},
timestamp = {Mon, 20 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/WenLJLLDSSHZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/GuGMXL22,
author = {Xiangyuan Gu and
Jichang Guo and
Tao Ming and
Lijun Xiao and
Chongyi Li},
title = {A Feature Selection Algorithm Based on Equal Interval Division and
Conditional Mutual Information},
journal = {Neural Process. Lett.},
volume = {54},
number = {3},
pages = {2079--2105},
year = {2022},
url = {https://doi.org/10.1007/s11063-021-10720-6},
doi = {10.1007/S11063-021-10720-6},
timestamp = {Wed, 08 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/GuGMXL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/SouzaPA22,
author = {Francisco Souza and
Cristiano Premebida and
Rui Ara{\'{u}}jo},
title = {High-order conditional mutual information maximization for dealing
with high-order dependencies in feature selection},
journal = {Pattern Recognit.},
volume = {131},
pages = {108895},
year = {2022},
url = {https://doi.org/10.1016/j.patcog.2022.108895},
doi = {10.1016/J.PATCOG.2022.108895},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/SouzaPA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/ZhouTL22,
author = {Ruida Zhou and
Chao Tian and
Tie Liu},
title = {Individually Conditional Individual Mutual Information Bound on Generalization
Error},
journal = {{IEEE} Trans. Inf. Theory},
volume = {68},
number = {5},
pages = {3304--3316},
year = {2022},
url = {https://doi.org/10.1109/TIT.2022.3144615},
doi = {10.1109/TIT.2022.3144615},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/ZhouTL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/GaoZSC22,
author = {Haoyuan Gao and
Yifaan Zhang and
Linhui Sun and
Jian Cheng},
editor = {Lei Wang and
Juergen Gall and
Tat{-}Jun Chin and
Imari Sato and
Rama Chellappa},
title = {Action Representing by Constrained Conditional Mutual Information},
booktitle = {Computer Vision - {ACCV} 2022 - 16th Asian Conference on Computer
Vision, Macao, China, December 4-8, 2022, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13844},
pages = {291--306},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26316-3\_18},
doi = {10.1007/978-3-031-26316-3\_18},
timestamp = {Fri, 03 Mar 2023 14:56:35 +0100},
biburl = {https://dblp.org/rec/conf/accv/GaoZSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangLMCXLZ22,
author = {Songming Zhang and
Yijin Liu and
Fandong Meng and
Yufeng Chen and
Jinan Xu and
Jian Liu and
Jie Zhou},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Conditional Bilingual Mutual Information Based Adaptive Training for
Neural Machine Translation},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {2377--2389},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.169},
doi = {10.18653/V1/2022.ACL-LONG.169},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhangLMCXLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ascc/YangWY22,
author = {Guanxue Yang and
Chunnian Wang and
Guanxiao Yang},
title = {Inference of Gene Regulatory Networks with Local Lasso Path Consistency
Algorithm Based on Conditional Mutual Information},
booktitle = {13th Asian Control Conference, {ASCC} 2022, Jeju, Korea, May 4-7,
2022},
pages = {1977--1982},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.23919/ASCC56756.2022.9828308},
doi = {10.23919/ASCC56756.2022.9828308},
timestamp = {Tue, 26 Jul 2022 14:50:43 +0200},
biburl = {https://dblp.org/rec/conf/ascc/YangWY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/HaghifamMRD22,
author = {Mahdi Haghifam and
Shay Moran and
Daniel M. Roy and
Gintare Karolina Dziugaite},
title = {Understanding Generalization via Leave-One-Out Conditional Mutual
Information},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2022,
Espoo, Finland, June 26 - July 1, 2022},
pages = {2487--2492},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISIT50566.2022.9834400},
doi = {10.1109/ISIT50566.2022.9834400},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isit/HaghifamMRD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RammalAGDS22,
author = {Mohamad Rida Rammal and
Alessandro Achille and
Aditya Golatkar and
Suhas N. Diggavi and
Stefano Soatto},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {On Leave-One-Out Conditional Mutual Information For Generalization},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/421fa4f5e0bef2f044f1f4616fd17343-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RammalAGDS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/AliK22,
author = {U. A. Md. Ehsan Ali and
Keisuke Kameyama},
editor = {Hisao Ishibuchi and
Chee{-}Keong Kwoh and
Ah{-}Hwee Tan and
Dipti Srinivasan and
Chunyan Miao and
Anupam Trivedi and
Keeley A. Crockett},
title = {Informative Band Subset Selection for Hyperspectral Image Classification
using Joint and Conditional Mutual Information},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2022,
Singapore, December 4-7, 2022},
pages = {573--580},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SSCI51031.2022.10022154},
doi = {10.1109/SSCI51031.2022.10022154},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/AliK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-02951,
author = {Songming Zhang and
Yijin Liu and
Fandong Meng and
Yufeng Chen and
Jinan Xu and
Jian Liu and
Jie Zhou},
title = {Conditional Bilingual Mutual Information Based Adaptive Training for
Neural Machine Translation},
journal = {CoRR},
volume = {abs/2203.02951},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.02951},
doi = {10.48550/ARXIV.2203.02951},
eprinttype = {arXiv},
eprint = {2203.02951},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-02951.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-14800,
author = {Mahdi Haghifam and
Shay Moran and
Daniel M. Roy and
Gintare Karolina Dziugaite},
title = {Understanding Generalization via Leave-One-Out Conditional Mutual
Information},
journal = {CoRR},
volume = {abs/2206.14800},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.14800},
doi = {10.48550/ARXIV.2206.14800},
eprinttype = {arXiv},
eprint = {2206.14800},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-14800.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-00581,
author = {Mohamad Rida Rammal and
Alessandro Achille and
Aditya Golatkar and
Suhas N. Diggavi and
Stefano Soatto},
title = {On Leave-One-Out Conditional Mutual Information For Generalization},
journal = {CoRR},
volume = {abs/2207.00581},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.00581},
doi = {10.48550/ARXIV.2207.00581},
eprinttype = {arXiv},
eprint = {2207.00581},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-00581.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-08476,
author = {Francisco Souza and
Cristiano Premebida and
Rui Ara{\'{u}}jo},
title = {High-Order Conditional Mutual Information Maximization for dealing
with High-Order Dependencies in Feature Selection},
journal = {CoRR},
volume = {abs/2207.08476},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.08476},
doi = {10.48550/ARXIV.2207.08476},
eprinttype = {arXiv},
eprint = {2207.08476},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-08476.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-03302,
author = {Eyke H{\"{u}}llermeier},
title = {Quantifying Aleatoric and Epistemic Uncertainty in Machine Learning:
Are Conditional Entropy and Mutual Information Appropriate Measures?},
journal = {CoRR},
volume = {abs/2209.03302},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.03302},
doi = {10.48550/ARXIV.2209.03302},
eprinttype = {arXiv},
eprint = {2209.03302},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-03302.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12002,
title = {An Adaptive Neighborhood Partition Full Conditional Mutual Information
Maximization Method for Feature Selection},
journal = {CoRR},
volume = {abs/2210.12002},
year = {2022},
note = {Withdrawn.},
url = {https://doi.org/10.48550/arXiv.2210.12002},
doi = {10.48550/ARXIV.2210.12002},
eprinttype = {arXiv},
eprint = {2210.12002},
timestamp = {Sun, 16 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/ShaLMC21,
author = {Zhi{-}Chao Sha and
Zhang{-}Meng Liu and
Chen Ma and
Jun Chen},
title = {Feature selection for multi-label classification by maximizing full-dimensional
conditional mutual information},
journal = {Appl. Intell.},
volume = {51},
number = {1},
pages = {326--340},
year = {2021},
url = {https://doi.org/10.1007/s10489-020-01822-0},
doi = {10.1007/S10489-020-01822-0},
timestamp = {Sat, 09 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/ShaLMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/TezukaN21,
author = {Taro Tezuka and
Shizuma Namekawa},
title = {Information Bottleneck Analysis by a Conditional Mutual Information
Bound},
journal = {Entropy},
volume = {23},
number = {8},
pages = {974},
year = {2021},
url = {https://doi.org/10.3390/e23080974},
doi = {10.3390/E23080974},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/entropy/TezukaN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KubkowskiMT21,
author = {Mariusz Kubkowski and
Jan Mielniczuk and
Pawel Teisseyre},
title = {How to Gain on Power: Novel Conditional Independence Tests Based on
Short Expansion of Conditional Mutual Information},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {62:1--62:57},
year = {2021},
url = {http://jmlr.org/papers/v22/19-600.html},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KubkowskiMT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsait/ShayovitzF21,
author = {Shachar Shayovitz and
Meir Feder},
title = {Universal Active Learning via Conditional Mutual Information Minimization},
journal = {{IEEE} J. Sel. Areas Inf. Theory},
volume = {2},
number = {2},
pages = {720--734},
year = {2021},
url = {https://doi.org/10.1109/JSAIT.2021.3073842},
doi = {10.1109/JSAIT.2021.3073842},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsait/ShayovitzF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/MesnerS21,
author = {Octavio C{\'{e}}sar Mesner and
Cosma Rohilla Shalizi},
title = {Conditional Mutual Information Estimation for Mixed, Discrete and
Continuous Data},
journal = {{IEEE} Trans. Inf. Theory},
volume = {67},
number = {1},
pages = {464--484},
year = {2021},
url = {https://doi.org/10.1109/TIT.2020.3024886},
doi = {10.1109/TIT.2020.3024886},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/MesnerS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/MolavipourBS21,
author = {Sina Molavipour and
Germ{\'{a}}n Bassi and
Mikael Skoglund},
title = {Neural Estimators for Conditional Mutual Information Using Nearest
Neighbors Sampling},
journal = {{IEEE} Trans. Signal Process.},
volume = {69},
pages = {766--780},
year = {2021},
url = {https://doi.org/10.1109/TSP.2021.3050564},
doi = {10.1109/TSP.2021.3050564},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/MolavipourBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caibda/Fan21,
author = {Lei Fan},
title = {An ensemble variable selection method based on conditional mutual
information},
booktitle = {2021 International Conference on Artificial Intelligence, Big Data
and Algorithms, {CAIBDA} 2021, Xi'an, China, May 28-30, 2021},
pages = {214--218},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CAIBDA53561.2021.00052},
doi = {10.1109/CAIBDA53561.2021.00052},
timestamp = {Thu, 07 Dec 2023 13:34:38 +0100},
biburl = {https://dblp.org/rec/conf/caibda/Fan21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Grunwald0Z21,
author = {Peter Gr{\"{u}}nwald and
Thomas Steinke and
Lydia Zakynthinou},
editor = {Mikhail Belkin and
Samory Kpotufe},
title = {PAC-Bayes, MAC-Bayes and Conditional Mutual Information: Fast rate
bounds that handle general {VC} classes},
booktitle = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
Colorado, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {134},
pages = {2217--2247},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v134/grunwald21a.html},
timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
biburl = {https://dblp.org/rec/conf/colt/Grunwald0Z21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/EspositoWG21,
author = {Amedeo Roberto Esposito and
Diyuan Wu and
Michael Gastpar},
title = {On conditional Sibson's {\textdollar}{\textbackslash}alpha{\textdollar}
-Mutual Information},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2021,
Melbourne, Australia, July 12-20, 2021},
pages = {1796--1801},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISIT45174.2021.9517944},
doi = {10.1109/ISIT45174.2021.9517944},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/EspositoWG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/RezazadehJDS21,
author = {Arezou Rezazadeh and
Sharu Theresa Jose and
Giuseppe Durisi and
Osvaldo Simeone},
title = {Conditional Mutual Information-Based Generalization Bound for Meta
Learning},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2021,
Melbourne, Australia, July 12-20, 2021},
pages = {1176--1181},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISIT45174.2021.9518020},
doi = {10.1109/ISIT45174.2021.9518020},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isit/RezazadehJDS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/Zhou0021,
author = {Ruida Zhou and
Chao Tian and
Tie Liu},
title = {Individually Conditional Individual Mutual Information Bound on Generalization
Error},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2021,
Melbourne, Australia, July 12-20, 2021},
pages = {670--675},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISIT45174.2021.9518016},
doi = {10.1109/ISIT45174.2021.9518016},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/Zhou0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ParanjapeM21,
author = {Ashwin Paranjape and
Christopher D. Manning},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {Human-like informative conversations: Better acknowledgements using
conditional mutual information},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {768--781},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.61},
doi = {10.18653/V1/2021.NAACL-MAIN.61},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ParanjapeM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MarxYL21,
author = {Alexander Marx and
Lincen Yang and
Matthijs van Leeuwen},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Estimating Conditional Mutual Information for Discrete-Continuous
Mixtures using Multi-Dimensional Adaptive Histograms},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {387--395},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.44},
doi = {10.1137/1.9781611976700.44},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MarxYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-05009,
author = {Alexander Marx and
Lincen Yang and
Matthijs van Leeuwen},
title = {Estimating Conditional Mutual Information for Discrete-Continuous
Mixtures using Multi-Dimensional Adaptive Histograms},
journal = {CoRR},
volume = {abs/2101.05009},
year = {2021},
url = {https://arxiv.org/abs/2101.05009},
eprinttype = {arXiv},
eprint = {2101.05009},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-05009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-00720,
author = {Amedeo Roberto Esposito and
Diyuan Wu and
Michael Gastpar},
title = {On conditional Sibson's {\(\alpha\)}-Mutual Information},
journal = {CoRR},
volume = {abs/2102.00720},
year = {2021},
url = {https://arxiv.org/abs/2102.00720},
eprinttype = {arXiv},
eprint = {2102.00720},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-00720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-07831,
author = {Ashwin Paranjape and
Christopher D. Manning},
title = {Human-like informative conversations: Better acknowledgements using
conditional mutual information},
journal = {CoRR},
volume = {abs/2104.07831},
year = {2021},
url = {https://arxiv.org/abs/2104.07831},
eprinttype = {arXiv},
eprint = {2104.07831},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-07831.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09683,
author = {Peter Gr{\"{u}}nwald and
Thomas Steinke and
Lydia Zakynthinou},
title = {PAC-Bayes, MAC-Bayes and Conditional Mutual Information: Fast rate
bounds that handle general {VC} classes},
journal = {CoRR},
volume = {abs/2106.09683},
year = {2021},
url = {https://arxiv.org/abs/2106.09683},
eprinttype = {arXiv},
eprint = {2106.09683},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09683.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cys/PhogatK20,
author = {Manu Phogat and
Dharmender Kumar},
title = {Classification of Complex Diseases using an Improved Binary Cuckoo
Search and Conditional Mutual Information Maximization},
journal = {Computaci{\'{o}}n y Sistemas},
volume = {24},
number = {3},
year = {2020},
url = {https://doi.org/10.13053/cys-24-3-3354},
doi = {10.13053/CYS-24-3-3354},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cys/PhogatK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/BaboukaniGAO20,
author = {Payam Shahsavari Baboukani and
Carina Graversen and
Emina Alickovic and
Jan {\O}stergaard},
title = {Estimating Conditional Transfer Entropy in Time Series Using Mutual
Information and Nonlinear Prediction},
journal = {Entropy},
volume = {22},
number = {10},
pages = {1124},
year = {2020},
url = {https://doi.org/10.3390/e22101124},
doi = {10.3390/E22101124},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/entropy/BaboukaniGAO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/WangY20,
author = {Hongyi Wang and
Dianlong You},
title = {Online Streaming Feature Selection via Multi-Conditional Independence
and Mutual Information Entropy{\textdagger}},
journal = {Int. J. Comput. Intell. Syst.},
volume = {13},
number = {1},
pages = {479--487},
year = {2020},
url = {https://doi.org/10.2991/ijcis.d.200423.002},
doi = {10.2991/IJCIS.D.200423.002},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcisys/WangY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LimK20,
author = {Hyunki Lim and
Dae{-}Won Kim},
title = {{MFC:} Initialization method for multi-label feature selection based
on conditional mutual information},
journal = {Neurocomputing},
volume = {382},
pages = {40--51},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2019.11.071},
doi = {10.1016/J.NEUCOM.2019.11.071},
timestamp = {Sat, 08 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/LimK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/SundaramLBSHS20,
author = {Padmavathi Sundaram and
Martin Luessi and
Marta Bianciardi and
Steven M. Stufflebeam and
Matti S. H{\"{a}}m{\"{a}}l{\"{a}}inen and
Victor Solo},
title = {Individual Resting-State Brain Networks Enabled by Massive Multivariate
Conditional Mutual Information},
journal = {{IEEE} Trans. Medical Imaging},
volume = {39},
number = {6},
pages = {1957--1966},
year = {2020},
url = {https://doi.org/10.1109/TMI.2019.2962517},
doi = {10.1109/TMI.2019.2962517},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/SundaramLBSHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/SteinkeZ20,
author = {Thomas Steinke and
Lydia Zakynthinou},
editor = {Jacob D. Abernethy and
Shivani Agarwal},
title = {Reasoning About Generalization via Conditional Mutual Information},
booktitle = {Conference on Learning Theory, {COLT} 2020, 9-12 July 2020, Virtual
Event [Graz, Austria]},
series = {Proceedings of Machine Learning Research},
volume = {125},
pages = {3437--3452},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v125/steinke20a.html},
timestamp = {Sun, 14 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/SteinkeZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/BaboukaniGO20,
author = {Payam Shahsavari Baboukani and
Carina Graversen and
Jan {\O}stergaard},
title = {Estimation of Directed Dependencies in Time Series Using Conditional
Mutual Information and Non-linear Prediction},
booktitle = {28th European Signal Processing Conference, {EUSIPCO} 2020, Amsterdam,
Netherlands, January 18-21, 2021},
pages = {2388--2392},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.23919/Eusipco47968.2020.9287592},
doi = {10.23919/EUSIPCO47968.2020.9287592},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/BaboukaniGO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaif/WuGF20,
author = {Hanwei Wu and
Ather Gattami and
Markus Flierl},
editor = {Tucker Balch},
title = {Conditional mutual information-based contrastive loss for financial
time series forecasting},
booktitle = {{ICAIF} '20: The First {ACM} International Conference on {AI} in Finance,
New York, NY, USA, October 15-16, 2020},
pages = {9:1--9:7},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3383455.3422550},
doi = {10.1145/3383455.3422550},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaif/WuGF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MolavipourBS20,
author = {Sina Molavipour and
Germ{\'{a}}n Bassi and
Mikael Skoglund},
title = {Conditional Mutual Information Neural Estimator},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {5025--5029},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053422},
doi = {10.1109/ICASSP40776.2020.9053422},
timestamp = {Thu, 23 Jul 2020 16:19:28 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MolavipourBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HaghifamNK0D20,
author = {Mahdi Haghifam and
Jeffrey Negrea and
Ashish Khisti and
Daniel M. Roy and
Gintare Karolina Dziugaite},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Sharpened Generalization Bounds based on Conditional Mutual Information
and an Application to Noisy, Iterative Algorithms},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/712a3c9878efeae8ff06d57432016ceb-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HaghifamNK0D20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Moran-Fernandez20,
author = {Laura Mor{\'{a}}n{-}Fern{\'{a}}ndez and
Eva Blanco{-}Mallo and
Konstantinos Sechidis and
Amparo Alonso{-}Betanzos and
Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo},
editor = {Jo{\~{a}}o Gama and
Sepideh Pashami and
Albert Bifet and
Moamar Sayed Mouchaweh and
Holger Fr{\"{o}}ning and
Franz Pernkopf and
Gregor Schiele and
Michaela Blott},
title = {When Size Matters: Markov Blanket with Limited Bit Depth Conditional
Mutual Information},
booktitle = {IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge,
and Mobile for Embedded Machine Learning - Second International Workshop,
IoT Streams 2020, and First International Workshop, {ITEM} 2020, Co-located
with {ECML/PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1325},
pages = {243--255},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-66770-2\_18},
doi = {10.1007/978-3-030-66770-2\_18},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Moran-Fernandez20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MondalBMAKP20,
author = {Arnab Kumar Mondal and
Arnab Bhattacharjee and
Sudipto Mukherjee and
Himanshu Asnani and
Sreeram Kannan and
Prathosh A. P.},
editor = {Ryan P. Adams and
Vibhav Gogate},
title = {{C-MI-GAN} : Estimation of Conditional Mutual Information using MinMax
formulation},
booktitle = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2020, virtual online, August 3-6, 2020},
series = {Proceedings of Machine Learning Research},
volume = {124},
pages = {849--858},
publisher = {{AUAI} Press},
year = {2020},
url = {http://proceedings.mlr.press/v124/mondal20b.html},
timestamp = {Tue, 07 May 2024 20:09:01 +0200},
biburl = {https://dblp.org/rec/conf/uai/MondalBMAKP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/YangGRKR20,
author = {Alan Yang and
AmirEmad Ghassami and
Maxim Raginsky and
Negar Kiyavash and
Elyse Rosenbaum},
editor = {Ryan P. Adams and
Vibhav Gogate},
title = {Model-Augmented Conditional Mutual Information Estimation for Feature
Selection},
booktitle = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2020, virtual online, August 3-6, 2020},
series = {Proceedings of Machine Learning Research},
volume = {124},
pages = {1139--1148},
publisher = {{AUAI} Press},
year = {2020},
url = {http://proceedings.mlr.press/v124/yang20b.html},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/YangGRKR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-08691,
author = {Maksim E. Shirokov},
title = {On lower semicontinuity of the quantum conditional mutual information
and its corollaries},
journal = {CoRR},
volume = {abs/2001.08691},
year = {2020},
url = {https://arxiv.org/abs/2001.08691},
eprinttype = {arXiv},
eprint = {2001.08691},
timestamp = {Fri, 24 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-08691.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-09122,
author = {Thomas Steinke and
Lydia Zakynthinou},
title = {Reasoning About Generalization via Conditional Mutual Information},
journal = {CoRR},
volume = {abs/2001.09122},
year = {2020},
url = {https://arxiv.org/abs/2001.09122},
eprinttype = {arXiv},
eprint = {2001.09122},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-09122.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-07638,
author = {Hanwei Wu and
Ather Gattami and
Markus Flierl},
title = {Conditional Mutual information-based Contrastive Loss for Financial
Time Series Forecasting},
journal = {CoRR},
volume = {abs/2002.07638},
year = {2020},
url = {https://arxiv.org/abs/2002.07638},
eprinttype = {arXiv},
eprint = {2002.07638},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-07638.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-12983,
author = {Mahdi Haghifam and
Jeffrey Negrea and
Ashish Khisti and
Daniel M. Roy and
Gintare Karolina Dziugaite},
title = {Sharpened Generalization Bounds based on Conditional Mutual Information
and an Application to Noisy, Iterative Algorithms},
journal = {CoRR},
volume = {abs/2004.12983},
year = {2020},
url = {https://arxiv.org/abs/2004.12983},
eprinttype = {arXiv},
eprint = {2004.12983},
timestamp = {Wed, 29 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-12983.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-08226,
author = {Arnab Kumar Mondal and
Arnab Bhattacharya and
Sudipto Mukherjee and
Sreeram Kannan and
Himanshu Asnani and
Prathosh AP},
title = {{C-MI-GAN} : Estimation of Conditional Mutual Information using MinMax
formulation},
journal = {CoRR},
volume = {abs/2005.08226},
year = {2020},
url = {https://arxiv.org/abs/2005.08226},
eprinttype = {arXiv},
eprint = {2005.08226},
timestamp = {Sun, 30 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-08226.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07225,
author = {Sina Molavipour and
Germ{\'{a}}n Bassi and
Mikael Skoglund},
title = {On Neural Estimators for Conditional Mutual Information Using Nearest
Neighbors Sampling},
journal = {CoRR},
volume = {abs/2006.07225},
year = {2020},
url = {https://arxiv.org/abs/2006.07225},
eprinttype = {arXiv},
eprint = {2006.07225},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07225.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-04744,
author = {Lloyd Allison},
title = {On the complexity of graphs (networks) by information content, and
conditional (mutual) information given other graphs},
journal = {CoRR},
volume = {abs/2008.04744},
year = {2020},
url = {https://arxiv.org/abs/2008.04744},
eprinttype = {arXiv},
eprint = {2008.04744},
timestamp = {Sun, 16 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-04744.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-10886,
author = {Arezou Rezazadeh and
Sharu Theresa Jose and
Giuseppe Durisi and
Osvaldo Simeone},
title = {Conditional Mutual Information Bound for Meta Generalization Gap},
journal = {CoRR},
volume = {abs/2010.10886},
year = {2020},
url = {https://arxiv.org/abs/2010.10886},
eprinttype = {arXiv},
eprint = {2010.10886},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-10886.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-13655,
author = {Payam Shahsavari Baboukani and
Carina Graversen and
Emina Alickovic and
Jan {\O}stergaard},
title = {Estimating Conditional Transfer Entropy in Time Series using Mutual
Information and Non-linear Prediction},
journal = {CoRR},
volume = {abs/2011.13655},
year = {2020},
url = {https://arxiv.org/abs/2011.13655},
eprinttype = {arXiv},
eprint = {2011.13655},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-13655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-09922,
author = {Ruida Zhou and
Chao Tian and
Tie Liu},
title = {Individually Conditional Individual Mutual Information Bound on Generalization
Error},
journal = {CoRR},
volume = {abs/2012.09922},
year = {2020},
url = {https://arxiv.org/abs/2012.09922},
eprinttype = {arXiv},
eprint = {2012.09922},
timestamp = {Sun, 03 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-09922.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/ZhouZZL19,
author = {Hongfang Zhou and
Yao Zhang and
Yingjie Zhang and
Hongjiang Liu},
title = {Feature selection based on conditional mutual information: minimum
conditional relevance and minimum conditional redundancy},
journal = {Appl. Intell.},
volume = {49},
number = {3},
pages = {883--896},
year = {2019},
url = {https://doi.org/10.1007/s10489-018-1305-0},
doi = {10.1007/S10489-018-1305-0},
timestamp = {Tue, 19 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/ZhouZZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/CaiV19,
author = {Changxiao Cai and
Sergio Verd{\'{u}}},
title = {Conditional R{\'{e}}nyi Divergence Saddlepoint and the Maximization
of {\(\alpha\)}-Mutual Information},
journal = {Entropy},
volume = {21},
number = {10},
pages = {969},
year = {2019},
url = {https://doi.org/10.3390/e21100969},
doi = {10.3390/E21100969},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/CaiV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imwut/AdaimiT19,
author = {Rebecca Adaimi and
Edison Thomaz},
title = {Leveraging Active Learning and Conditional Mutual Information to Minimize
Data Annotation in Human Activity Recognition},
journal = {Proc. {ACM} Interact. Mob. Wearable Ubiquitous Technol.},
volume = {3},
number = {3},
pages = {70:1--70:23},
year = {2019},
url = {https://doi.org/10.1145/3351228},
doi = {10.1145/3351228},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/imwut/AdaimiT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/WenJHZLCLYW19,
author = {Dong Wen and
Peilei Jia and
Sheng{-}Hsiou Hsu and
Yanhong Zhou and
Xifa Lan and
Dong Cui and
Guolin Li and
Shimin Yin and
Lei Wang},
title = {Estimating coupling strength between multivariate neural series with
multivariate permutation conditional mutual information},
journal = {Neural Networks},
volume = {110},
pages = {159--169},
year = {2019},
url = {https://doi.org/10.1016/j.neunet.2018.11.006},
doi = {10.1016/J.NEUNET.2018.11.006},
timestamp = {Mon, 20 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/WenJHZLCLYW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/LiangHLH19,
author = {Jun Liang and
Liang Hou and
Zhenhua Luan and
Weiping Huang},
title = {Feature Selection with Conditional Mutual Information Considering
Feature Interaction},
journal = {Symmetry},
volume = {11},
number = {7},
pages = {858},
year = {2019},
url = {https://doi.org/10.3390/sym11070858},
doi = {10.3390/SYM11070858},
timestamp = {Wed, 05 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/symmetry/LiangHLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/AishwaryaM19,
author = {Gautam Aishwarya and
Mokshay Madiman},
title = {Remarks on R{\'{e}}nyi versions of conditional entropy and mutual
information},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2019,
Paris, France, July 7-12, 2019},
pages = {1117--1121},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISIT.2019.8849809},
doi = {10.1109/ISIT.2019.8849809},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/AishwaryaM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MukherjeeAK19,
author = {Sudipto Mukherjee and
Himanshu Asnani and
Sreeram Kannan},
editor = {Amir Globerson and
Ricardo Silva},
title = {{CCMI} : Classifier based Conditional Mutual Information Estimation},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1083--1093},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/mukherjee20a.html},
timestamp = {Wed, 31 Mar 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/MukherjeeAK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01824,
author = {Sudipto Mukherjee and
Himanshu Asnani and
Sreeram Kannan},
title = {{CCMI} : Classifier based Conditional Mutual Information Estimation},
journal = {CoRR},
volume = {abs/1906.01824},
year = {2019},
url = {http://arxiv.org/abs/1906.01824},
eprinttype = {arXiv},
eprint = {1906.01824},
timestamp = {Tue, 06 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-01824.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-02277,
author = {Sina Molavipour and
Germ{\'{a}}n Bassi and
Mikael Skoglund},
title = {Conditional Mutual Information Neural Estimator},
journal = {CoRR},
volume = {abs/1911.02277},
year = {2019},
url = {http://arxiv.org/abs/1911.02277},
eprinttype = {arXiv},
eprint = {1911.02277},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-02277.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-04628,
author = {Alan Yang and
AmirEmad Ghassami and
Maxim Raginsky and
Negar Kiyavash and
Elyse Rosenbaum},
title = {Model-Augmented Nearest-Neighbor Estimation of Conditional Mutual
Information for Feature Selection},
journal = {CoRR},
volume = {abs/1911.04628},
year = {2019},
url = {http://arxiv.org/abs/1911.04628},
eprinttype = {arXiv},
eprint = {1911.04628},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-04628.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-10922,
author = {Xiaojiang Yang and
Wendong Bi and
Yu Cheng and
Junchi Yan},
title = {Bridging Disentanglement with Independence and Conditional Independence
via Mutual Information for Representation Learning},
journal = {CoRR},
volume = {abs/1911.10922},
year = {2019},
url = {http://arxiv.org/abs/1911.10922},
eprinttype = {arXiv},
eprint = {1911.10922},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-10922.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/HornakovaLVS18,
author = {Andrea Horn{\'{a}}kov{\'{a}} and
Markus List and
Jilles Vreeken and
Marcel H. Schulz},
title = {{JAMI:} fast computation of conditional mutual information for ceRNA
network analysis},
journal = {Bioinform.},
volume = {34},
number = {17},
pages = {3050--3051},
year = {2018},
url = {https://doi.org/10.1093/bioinformatics/bty221},
doi = {10.1093/BIOINFORMATICS/BTY221},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/HornakovaLVS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/LiDM18,
author = {Juntao Li and
Wenpeng Dong and
Deyuan Meng},
title = {Grouped Gene Selection of Cancer via Adaptive Sparse Group Lasso Based
on Conditional Mutual Information},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {15},
number = {6},
pages = {2028--2038},
year = {2018},
url = {https://doi.org/10.1109/TCBB.2017.2761871},
doi = {10.1109/TCBB.2017.2761871},
timestamp = {Mon, 03 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/LiDM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Runge18,
author = {Jakob Runge},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Conditional independence testing based on a nearest-neighbor estimator
of conditional mutual information},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {938--947},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/runge18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Runge18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/HsuLCY18,
author = {Chia{-}Yi Hsu and
Pei{-}Hsuan Lu and
Pin{-}Yu Chen and
Chia{-}Mu Yu},
title = {On the Utility of Conditional Generation Based Mutual Information
for Characterizing Adversarial Subspaces},
booktitle = {2018 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2018, Anaheim, CA, USA, November 26-29, 2018},
pages = {1149--1153},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/GlobalSIP.2018.8646527},
doi = {10.1109/GLOBALSIP.2018.8646527},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/HsuLCY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/LuZZLBC18,
author = {Liangfu Lu and
Xinhe Zhu and
Xuyun Zhang and
Junhan Liu and
Md. Zakirul Alam Bhuiyan and
Guangtai Cui},
title = {One Intrusion Detection Method Based On Uniformed Conditional Dynamic
Mutual Information},
booktitle = {17th {IEEE} International Conference On Trust, Security And Privacy
In Computing And Communications / 12th {IEEE} International Conference
On Big Data Science And Engineering, TrustCom/BigDataSE 2018, New
York, NY, USA, August 1-3, 2018},
pages = {1236--1241},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/TrustCom/BigDataSE.2018.00170},
doi = {10.1109/TRUSTCOM/BIGDATASE.2018.00170},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/trustcom/LuZZLBC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-05977,
author = {Mukul Agarwal},
title = {Undecidability of approximating the capacity of time-invariant Markoff
channel with feedback, and non-existence of linear finite-letter conditional
mutual information characterizations for this channel assuming Schanuel's
conjecture},
journal = {CoRR},
volume = {abs/1804.05977},
year = {2018},
url = {http://arxiv.org/abs/1804.05977},
eprinttype = {arXiv},
eprint = {1804.05977},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-05977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01466,
author = {Xin{-}Guang Yang and
Yongjin Lu},
title = {Informative Gene Selection for Microarray Classification via Adaptive
Elastic Net with Conditional Mutual Information},
journal = {CoRR},
volume = {abs/1806.01466},
year = {2018},
url = {http://arxiv.org/abs/1806.01466},
eprinttype = {arXiv},
eprint = {1806.01466},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01466.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-08986,
author = {Chia{-}Yi Hsu and
Pei{-}Hsuan Lu and
Pin{-}Yu Chen and
Chia{-}Mu Yu},
title = {On The Utility of Conditional Generation Based Mutual Information
for Characterizing Adversarial Subspaces},
journal = {CoRR},
volume = {abs/1809.08986},
year = {2018},
url = {http://arxiv.org/abs/1809.08986},
eprinttype = {arXiv},
eprint = {1809.08986},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-08986.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/PengF17,
author = {Hanyang Peng and
Yong Fan},
title = {Feature selection by optimizing a lower bound of conditional mutual
information},
journal = {Inf. Sci.},
volume = {418},
pages = {652--667},
year = {2017},
url = {https://doi.org/10.1016/j.ins.2017.08.036},
doi = {10.1016/J.INS.2017.08.036},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/PengF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/RahimzamaniK17,
author = {Arman Rahimzamani and
Sreeram Kannan},
title = {Potential conditional mutual information: Estimators and properties},
booktitle = {55th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2017, Monticello, IL, USA, October 3-6, 2017},
pages = {1228--1235},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ALLERTON.2017.8262877},
doi = {10.1109/ALLERTON.2017.8262877},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/allerton/RahimzamaniK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-01447,
author = {Jakob Runge},
title = {Conditional independence testing based on a nearest-neighbor estimator
of conditional mutual information},
journal = {CoRR},
volume = {abs/1709.01447},
year = {2017},
url = {http://arxiv.org/abs/1709.01447},
eprinttype = {arXiv},
eprint = {1709.01447},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-01447.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-05012,
author = {Arman Rahimzamani and
Sreeram Kannan},
title = {Potential Conditional Mutual Information: Estimators, Properties and
Applications},
journal = {CoRR},
volume = {abs/1710.05012},
year = {2017},
url = {http://arxiv.org/abs/1710.05012},
eprinttype = {arXiv},
eprint = {1710.05012},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-05012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/peerjpre/RahimzamaniK17,
author = {Arman Rahimzamani and
Sreeram Kannan},
title = {Potential conditional mutual information: Estimators and properties},
journal = {PeerJ Prepr.},
volume = {5},
pages = {e3345},
year = {2017},
url = {https://doi.org/10.7287/peerj.preprints.3345v1},
doi = {10.7287/PEERJ.PREPRINTS.3345V1},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/peerjpre/RahimzamaniK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simpra/PapapetrouK16,
author = {Maria Papapetrou and
Dimitris Kugiumtzis},
title = {Markov chain order estimation with parametric significance tests of
conditional mutual information},
journal = {Simul. Model. Pract. Theory},
volume = {61},
pages = {1--13},
year = {2016},
url = {https://doi.org/10.1016/j.simpat.2015.11.002},
doi = {10.1016/J.SIMPAT.2015.11.002},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simpra/PapapetrouK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/TomamichelH16,
author = {Marco Tomamichel and
Masahito Hayashi},
title = {Operational interpretation of R{\'{e}}nyi conditional mutual
information via composite hypothesis testing against Markov distributions},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2016,
Barcelona, Spain, July 10-15, 2016},
pages = {585--589},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ISIT.2016.7541366},
doi = {10.1109/ISIT.2016.7541366},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/TomamichelH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShishkinBDSGGS16,
author = {Alexander Shishkin and
Anastasia A. Bezzubtseva and
Alexey Drutsa and
Ilia Shishkov and
Ekaterina Gladkikh and
Gleb Gusev and
Pavel Serdyukov},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Efficient High-Order Interaction-Aware Feature Selection Based on
Conditional Mutual Information},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {4637--4645},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/d5e2fbef30a4eb668a203060ec8e5eef-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ShishkinBDSGGS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssrr/TabibWM16,
author = {Wennie Tabib and
Red Whittaker and
Nathan Michael},
title = {Efficient multi-sensor exploration using dependent observations and
conditional mutual information},
booktitle = {2016 {IEEE} International Symposium on Safety, Security, and Rescue
Robotics, {SSRR} 2016, Lausanne, Switzerland, October 23-27, 2016},
pages = {42--47},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SSRR.2016.7784275},
doi = {10.1109/SSRR.2016.7784275},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssrr/TabibWM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsjkx/WeiXLG18,
author = {Zhongqiang Wei and
Hongzhe Xu and
Wen Li and
Xiaolin Gui},
title = {{\unicode{22522}}{\unicode{20110}}{\unicode{26465}}{\unicode{20214}}{\unicode{20114}}{\unicode{20449}}{\unicode{24687}}{\unicode{21644}}{\unicode{27010}}{\unicode{29575}}{\unicode{31361}}{\unicode{36339}}{\unicode{26426}}{\unicode{21046}}{\unicode{30340}}{\unicode{36125}}{\unicode{21494}}{\unicode{26031}}{\unicode{32593}}{\unicode{32476}}{\unicode{32467}}{\unicode{26500}}{\unicode{23398}}{\unicode{20064}}{\unicode{31639}}{\unicode{27861}}
(Bayesian Network Structure Learning Algorithm Based on Conditional
Mutual Information and Probabilistic Jumping Mechanism)},
journal = {{\unicode{35745}}{\unicode{31639}}{\unicode{26426}}{\unicode{31185}}{\unicode{23398}}},
volume = {42},
number = {3},
pages = {214--217},
year = {2015},
url = {https://doi.org/10.11896/j.issn.1002-137X.2015.03.044},
doi = {10.11896/J.ISSN.1002-137X.2015.03.044},
timestamp = {Mon, 27 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsjkx/WeiXLG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/RenJY15,
author = {Jianfeng Ren and
Xudong Jiang and
Junsong Yuan},
title = {Learning {LBP} structure by maximizing the conditional mutual information},
journal = {Pattern Recognit.},
volume = {48},
number = {10},
pages = {3180--3190},
year = {2015},
url = {https://doi.org/10.1016/j.patcog.2015.02.001},
doi = {10.1016/J.PATCOG.2015.02.001},
timestamp = {Tue, 14 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/RenJY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crypto/ChitambarFH15,
author = {Eric Chitambar and
Benjamin Fortescue and
Min{-}Hsiu Hsieh},
editor = {Rosario Gennaro and
Matthew Robshaw},
title = {Distributions Attaining Secret Key at a Rate of the Conditional Mutual
Information},
booktitle = {Advances in Cryptology - {CRYPTO} 2015 - 35th Annual Cryptology Conference,
Santa Barbara, CA, USA, August 16-20, 2015, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9216},
pages = {443--462},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-662-48000-7\_22},
doi = {10.1007/978-3-662-48000-7\_22},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/crypto/ChitambarFH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/ChenCLY15,
author = {Qi Chen and
Fan Cheng and
Tie Liu and
Raymond W. Yeung},
title = {A marginal characterization of entropy functions for conditional mutually
independent random variables (with application to Wyner's common information)},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2015,
Hong Kong, China, June 14-19, 2015},
pages = {974--978},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISIT.2015.7282600},
doi = {10.1109/ISIT.2015.7282600},
timestamp = {Mon, 04 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isit/ChenCLY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChitambarFH15,
author = {Eric Chitambar and
Ben Fortescue and
Min{-}Hsiu Hsieh},
title = {Distributions Attaining Secret Key at a Rate of the Conditional Mutual
Information},
journal = {CoRR},
volume = {abs/1502.04430},
year = {2015},
url = {http://arxiv.org/abs/1502.04430},
eprinttype = {arXiv},
eprint = {1502.04430},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChitambarFH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PapapetrouK15,
author = {Maria Papapetrou and
Dimitris Kugiumtzis},
title = {Markov chain order estimation with parametric significance tests of
conditional mutual information},
journal = {CoRR},
volume = {abs/1511.02339},
year = {2015},
url = {http://arxiv.org/abs/1511.02339},
eprinttype = {arXiv},
eprint = {1511.02339},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PapapetrouK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/candc/PapapetrouK14,
author = {Maria Papapetrou and
Dimitris Kugiumtzis},
title = {Investigating long range correlation in {DNA} sequences using significance
tests of conditional mutual information},
journal = {Comput. Biol. Chem.},
volume = {53},
pages = {32--42},
year = {2014},
url = {https://doi.org/10.1016/j.compbiolchem.2014.08.007},
doi = {10.1016/J.COMPBIOLCHEM.2014.08.007},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/candc/PapapetrouK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/TodorovS14,
author = {Diman Todorov and
Rossi Setchi},
title = {Time-efficient estimation of conditional mutual information for variable
selection in classification},
journal = {Comput. Stat. Data Anal.},
volume = {72},
pages = {105--127},
year = {2014},
url = {https://doi.org/10.1016/j.csda.2013.10.026},
doi = {10.1016/J.CSDA.2013.10.026},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/TodorovS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cist/IdrissiFO14,
author = {Omar El Idrissi and
Bouchra Frikh and
Brahim Ouhbi},
editor = {Mohammed El Mohajir and
Mohammed Al Achhab and
Mohamed Chahhou},
title = {{HCHIRSIMEX:} An extended method for domain ontology learning based
on conditional mutual information},
booktitle = {Third {IEEE} International Colloquium in Information Science and Technology,
{CIST} 2014, Tetouan, Morocco, October 20-22, 2014},
pages = {91--95},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CIST.2014.7016600},
doi = {10.1109/CIST.2014.7016600},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cist/IdrissiFO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BertaSW14,
author = {Mario Berta and
Kaushik P. Seshadreesan and
Mark M. Wilde},
title = {Renyi generalizations of the conditional quantum mutual information},
journal = {CoRR},
volume = {abs/1403.6102},
year = {2014},
url = {http://arxiv.org/abs/1403.6102},
eprinttype = {arXiv},
eprint = {1403.6102},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BertaSW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BowsherV14,
author = {Clive G. Bowsher and
Margaritis Voliotis},
title = {Mutual Information and Conditional Mean Prediction Error},
journal = {CoRR},
volume = {abs/1407.7165},
year = {2014},
url = {http://arxiv.org/abs/1407.7165},
eprinttype = {arXiv},
eprint = {1407.7165},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BowsherV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/HlinkaHVRMKP13,
author = {Jaroslav Hlinka and
David Hartman and
Martin Vejmelka and
Jakob Runge and
Norbert Marwan and
J{\"{u}}rgen Kurths and
Milan Palus},
title = {Reliability of Inference of Directed Climate Networks Using Conditional
Mutual Information},
journal = {Entropy},
volume = {15},
number = {6},
pages = {2023--2045},
year = {2013},
url = {https://doi.org/10.3390/e15062023},
doi = {10.3390/E15062023},
timestamp = {Tue, 14 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/entropy/HlinkaHVRMKP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcc/BarigyeMLTAPS13,
author = {Stephen J. Barigye and
Yovani Marrero{-}Ponce and
Yoan Mart{\'{\i}}nez L{\'{o}}pez and
Francisco Torrens and
Luis Manuel Artiles{-}Mart{\'{\i}}nez and
Ricardo W. Pino{-}Urias and
Oscar Mart{\'{\i}}nez Santiago},
title = {Relations frequency hypermatrices in mutual, conditional and joint
entropy-based information indices},
journal = {J. Comput. Chem.},
volume = {34},
number = {4},
pages = {259--274},
year = {2013},
url = {https://doi.org/10.1002/jcc.23123},
doi = {10.1002/JCC.23123},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcc/BarigyeMLTAPS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/VinhB13,
author = {Xuan Vinh Nguyen and
James Bailey},
title = {Comments on supervised feature selection by clustering using conditional
mutual information-based distances},
journal = {Pattern Recognit.},
volume = {46},
number = {4},
pages = {1220--1225},
year = {2013},
url = {https://doi.org/10.1016/j.patcog.2012.11.001},
doi = {10.1016/J.PATCOG.2012.11.001},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/VinhB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fskd/TianWYY13,
author = {Jing Tian and
Quan Wang and
Bing Yu and
Dan Yu},
editor = {Jianhua Chen and
Xingwei Wang and
Lipo Wang and
Jinguang Sun and
Xiangfu Meng},
title = {A rough set algorithm for attribute reduction via mutual information
and conditional entropy},
booktitle = {10th International Conference on Fuzzy Systems and Knowledge Discovery,
{FSKD} 2013, Shenyang, China, July 23-25, 2013},
pages = {567--571},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/FSKD.2013.6816261},
doi = {10.1109/FSKD.2013.6816261},
timestamp = {Thu, 23 Apr 2020 13:59:01 +0200},
biburl = {https://dblp.org/rec/conf/fskd/TianWYY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-0148,
author = {Maria Papapetrou and
Dimitris Kugiumtzis},
title = {Markov Chain Order estimation with Conditional Mutual Information},
journal = {CoRR},
volume = {abs/1301.0148},
year = {2013},
url = {http://arxiv.org/abs/1301.0148},
eprinttype = {arXiv},
eprint = {1301.0148},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-0148.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/ZhangZHLCLHLC12,
author = {Xiujun Zhang and
Xing{-}Ming Zhao and
Kun He and
Le Lu and
Yongwei Cao and
Jingdong Liu and
Jin{-}Kao Hao and
Zhi{-}Ping Liu and
Luonan Chen},
title = {Inferring gene regulatory networks from gene expression data by path
consistency algorithm based on conditional mutual information},
journal = {Bioinform.},
volume = {28},
number = {1},
pages = {98--104},
year = {2012},
url = {https://doi.org/10.1093/bioinformatics/btr626},
doi = {10.1093/BIOINFORMATICS/BTR626},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/ZhangZHLCLHLC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cai/LiuMZ12,
author = {Huawen Liu and
Yuchang Mo and
Jianmin Zhao},
title = {Conditional Dynamic Mutual Information-Based Feature Selection},
journal = {Comput. Informatics},
volume = {31},
number = {6},
pages = {1193--1216},
year = {2012},
url = {http://www.cai.sk/ojs/index.php/cai/article/view/1304},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cai/LiuMZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/YuL12,
author = {Sung{-}Nien Yu and
Ming{-}Yuan Lee},
title = {Conditional mutual information-based feature selection for congestive
heart failure recognition using heart rate variability},
journal = {Comput. Methods Programs Biomed.},
volume = {108},
number = {1},
pages = {299--309},
year = {2012},
url = {https://doi.org/10.1016/j.cmpb.2011.12.015},
doi = {10.1016/J.CMPB.2011.12.015},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/YuL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/TsimpirisVK12,
author = {Alkiviadis Tsimpiris and
Ioannis Vlachos and
Dimitris Kugiumtzis},
title = {Nearest neighbor estimate of conditional mutual information in feature
selection},
journal = {Expert Syst. Appl.},
volume = {39},
number = {16},
pages = {12697--12708},
year = {2012},
url = {https://doi.org/10.1016/j.eswa.2012.05.014},
doi = {10.1016/J.ESWA.2012.05.014},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/TsimpirisVK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ZhangZ12,
author = {Yishi Zhang and
Zigang Zhang},
title = {Feature subset selection with cumulate conditional mutual information
minimization},
journal = {Expert Syst. Appl.},
volume = {39},
number = {5},
pages = {6078--6088},
year = {2012},
url = {https://doi.org/10.1016/j.eswa.2011.12.003},
doi = {10.1016/J.ESWA.2011.12.003},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/ZhangZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/Utasi12,
author = {{\'{A}}kos Utasi},
title = {Weighted conditional mutual information based boosting for classification
of imbalanced datasets},
booktitle = {Proceedings of the 21st International Conference on Pattern Recognition,
{ICPR} 2012, Tsukuba, Japan, November 11-15, 2012},
pages = {2711--2714},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6460725/},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/Utasi12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ibpria/CarmonaSPPD11,
author = {Pedro Latorre Carmona and
Jos{\'{e}} Mart{\'{\i}}nez Sotoca and
Filiberto Pla and
Frederick Kin Hing Phoa and
Jos{\'{e}} M. Bioucas{-}Dias},
editor = {Jordi Vitri{\`{a}} and
Jo{\~{a}}o Miguel Raposo Sanches and
Mario Hern{\'{a}}ndez},
title = {Feature Selection in Regression Tasks Using Conditional Mutual Information},
booktitle = {Pattern Recognition and Image Analysis - 5th Iberian Conference, IbPRIA
2011, Las Palmas de Gran Canaria, Spain, June 8-10, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6669},
pages = {224--231},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21257-4\_28},
doi = {10.1007/978-3-642-21257-4\_28},
timestamp = {Sun, 02 Oct 2022 16:02:57 +0200},
biburl = {https://dblp.org/rec/conf/ibpria/CarmonaSPPD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/KimWYG10,
author = {Dong{-}Chul Kim and
Xiaoyu Wang and
Chin{-}Rang Yang and
Jean Gao},
title = {Learning biological network using mutual information and conditional
independence},
journal = {{BMC} Bioinform.},
volume = {11},
number = {{S-3}},
pages = {9},
year = {2010},
url = {https://doi.org/10.1186/1471-2105-11-S3-S9},
doi = {10.1186/1471-2105-11-S3-S9},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/KimWYG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fini/SalvadorAGBP10,
author = {Raymond Salvador and
Mar{\'{\i}}a Teresa Anguera and
Jes{\'{u}}s J. Gomar and
Edward T. Bullmore and
Edith Pomarol{-}Clotet},
title = {Conditional Mutual Information Maps as Descriptors of Net Connectivity
Levels in the Brain},
journal = {Frontiers Neuroinformatics},
volume = {4},
pages = {115},
year = {2010},
url = {https://doi.org/10.3389/fninf.2010.00115},
doi = {10.3389/FNINF.2010.00115},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fini/SalvadorAGBP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/LiO10,
author = {Xiaoli Li and
Gaoxiang Ouyang},
title = {Estimating coupling direction between neuronal populations with permutation
conditional mutual information},
journal = {NeuroImage},
volume = {52},
number = {2},
pages = {497--507},
year = {2010},
url = {https://doi.org/10.1016/j.neuroimage.2010.05.003},
doi = {10.1016/J.NEUROIMAGE.2010.05.003},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/LiO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/SotocaP10,
author = {Jos{\'{e}} Mart{\'{\i}}nez Sotoca and
Filiberto Pla},
title = {Supervised feature selection by clustering using conditional mutual
information-based distances},
journal = {Pattern Recognit.},
volume = {43},
number = {6},
pages = {2068--2081},
year = {2010},
url = {https://doi.org/10.1016/j.patcog.2009.12.013},
doi = {10.1016/J.PATCOG.2009.12.013},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/SotocaP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/LoeckxSMVS10,
author = {Dirk Loeckx and
Pieter Slagmolen and
Frederik Maes and
Dirk Vandermeulen and
Paul Suetens},
title = {Nonrigid Image Registration Using Conditional Mutual Information},
journal = {{IEEE} Trans. Medical Imaging},
volume = {29},
number = {1},
pages = {19--29},
year = {2010},
url = {https://doi.org/10.1109/TMI.2009.2021843},
doi = {10.1109/TMI.2009.2021843},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/LoeckxSMVS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HachiyaS10,
author = {Hirotaka Hachiya and
Masashi Sugiyama},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Feature Selection for Reinforcement Learning: Evaluating Implicit
State-Reward Dependency via Conditional Mutual Information},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6321},
pages = {474--489},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15880-3\_36},
doi = {10.1007/978-3-642-15880-3\_36},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HachiyaS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcbs/ChaitankarZGPGD09,
author = {Vijender Chaitankar and
Chaoyang Zhang and
Preetam Ghosh and
Edward J. Perkins and
Ping Gong and
Youping Deng},
editor = {Joe Zhang and
Guo{-}Zheng Li and
Jack Y. Yang},
title = {Gene Regulatory Network Inference Using Predictive Minimum Description
Length Principle and Conditional Mutual Information},
booktitle = {International Joint Conferences on Bioinformatics, Systems Biology
and Intelligent Computing, {IJCBS} 2009, Shanghai, China, 3-5 August
2009},
pages = {487--490},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCBS.2009.133},
doi = {10.1109/IJCBS.2009.133},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcbs/ChaitankarZGPGD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nlpke/GuoLC09,
author = {Xiao Guo and
Dayou Li and
Gordon Clapworthy},
title = {A conditional mutual information based selectional association and
word sense disambiguation},
booktitle = {Proceedings of the 5th International Conference on Natural Language
Processing and Knowledge Engineering, {NLPKE} 2009, Dalian, China,
September 24-27, 2009},
pages = {1--7},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/NLPKE.2009.5313854},
doi = {10.1109/NLPKE.2009.5313854},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/nlpke/GuoLC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejbsb/LiangW08,
author = {Kuo{-}ching Liang and
Xiaodong Wang},
title = {Gene Regulatory Network Reconstruction Using Conditional Mutual Information},
journal = {{EURASIP} J. Bioinform. Syst. Biol.},
volume = {2008},
year = {2008},
url = {https://doi.org/10.1155/2008/253894},
doi = {10.1155/2008/253894},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ejbsb/LiangW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/GuoSV08,
author = {Dongning Guo and
Shlomo Shamai and
Sergio Verd{\'{u}}},
title = {Mutual Information and Conditional Mean Estimation in Poisson Channels},
journal = {{IEEE} Trans. Inf. Theory},
volume = {54},
number = {5},
pages = {1837--1849},
year = {2008},
url = {https://doi.org/10.1109/TIT.2008.920206},
doi = {10.1109/TIT.2008.920206},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/GuoSV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amco/Ahlswede07,
author = {Rudolf Ahlswede},
title = {The final form of Tao's inequality relating conditional expectation
and conditional mutual information},
journal = {Adv. Math. Commun.},
volume = {1},
number = {2},
pages = {239--242},
year = {2007},
url = {https://doi.org/10.3934/amc.2007.1.239},
doi = {10.3934/AMC.2007.1.239},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/amco/Ahlswede07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/NovovicovaSHP07,
author = {Jana Novovicov{\'{a}} and
Petr Somol and
Michal Haindl and
Pavel Pudil},
editor = {Luis Rueda and
Domingo Mery and
Josef Kittler},
title = {Conditional Mutual Information Based Feature Selection for Classification
Task},
booktitle = {Progress in Pattern Recognition, Image Analysis and Applications,
12th Iberoamericann Congress on Pattern Recognition, {CIARP} 2007,
Valparaiso, Chile, November 13-16, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4756},
pages = {417--426},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-76725-1\_44},
doi = {10.1007/978-3-540-76725-1\_44},
timestamp = {Thu, 09 Mar 2023 16:07:50 +0100},
biburl = {https://dblp.org/rec/conf/ciarp/NovovicovaSHP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/LoeckxSMVS07,
author = {Dirk Loeckx and
Pieter Slagmolen and
Frederik Maes and
Dirk Vandermeulen and
Paul Suetens},
editor = {Nico Karssemeijer and
Boudewijn P. F. Lelieveldt},
title = {Nonrigid Image Registration Using Conditional Mutual Information},
booktitle = {Information Processing in Medical Imaging, 20th International Conference,
{IPMI} 2007, Kerkrade, The Netherlands, July 2-6, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4584},
pages = {725--737},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73273-0\_60},
doi = {10.1007/978-3-540-73273-0\_60},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/LoeckxSMVS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Campos06,
author = {Luis M. de Campos},
title = {A Scoring Function for Learning Bayesian Networks based on Mutual
Information and Conditional Independence Tests},
journal = {J. Mach. Learn. Res.},
volume = {7},
pages = {2149--2187},
year = {2006},
url = {http://jmlr.org/papers/v7/decampos06a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Campos06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/OmarR06,
author = {Mohamed Kamal Omar and
Ganesh N. Ramaswamy},
title = {Maximum Conditional Mutual Information Weighted Scoring for Speech
Recognition},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {277--280},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1660011},
doi = {10.1109/ICASSP.2006.1660011},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/OmarR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/Ahlswede06,
author = {Rudolf Ahlswede},
title = {The final form of Tao's inequality relating conditional expectation
and conditional mutual information},
booktitle = {Proceedings 2006 {IEEE} International Symposium on Information Theory,
{ISIT} 2006, The Westin Seattle, Seattle, Washington, USA, July 9-14,
2006},
pages = {232},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ISIT.2006.261839},
doi = {10.1109/ISIT.2006.261839},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/Ahlswede06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/OmarNR05,
author = {Mohamed Kamal Omar and
Jir{\'{\i}} Navr{\'{a}}til and
Ganesh N. Ramaswamy},
title = {Maximum conditional mutual information modeling for speaker verification},
booktitle = {{INTERSPEECH} 2005 - Eurospeech, 9th European Conference on Speech
Communication and Technology, Lisbon, Portugal, September 4-8, 2005},
pages = {2169--2172},
publisher = {{ISCA}},
year = {2005},
url = {https://doi.org/10.21437/Interspeech.2005-641},
doi = {10.21437/INTERSPEECH.2005-641},
timestamp = {Thu, 22 Jun 2023 16:42:16 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/OmarNR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/GuoSV05,
author = {Dongning Guo and
Shlomo Shamai and
Sergio Verd{\'{u}}},
title = {Additive non-Gaussian noise channels: mutual information and conditional
mean estimation},
booktitle = {Proceedings of the 2005 {IEEE} International Symposium on Information
Theory, {ISIT} 2005, Adelaide, South Australia, Australia, 4-9 September
2005},
pages = {719--723},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ISIT.2005.1523430},
doi = {10.1109/ISIT.2005.1523430},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/GuoSV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Fleuret04,
author = {Fran{\c{c}}ois Fleuret},
title = {Fast Binary Feature Selection with Conditional Mutual Information},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1531--1555},
year = {2004},
url = {http://jmlr.org/papers/volume5/fleuret04a/fleuret04a.pdf},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Fleuret04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangL04,
author = {Gang Wang and
Frederick H. Lochovsky},
editor = {David A. Grossman and
Luis Gravano and
ChengXiang Zhai and
Otthein Herzog and
David A. Evans},
title = {Feature selection with conditional mutual information maximin in text
categorization},
booktitle = {Proceedings of the 2004 {ACM} {CIKM} International Conference on Information
and Knowledge Management, Washington, DC, USA, November 8-13, 2004},
pages = {342--349},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1031171.1031241},
doi = {10.1145/1031171.1031241},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WangL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itw/GuoVS04,
author = {Dongning Guo and
Sergio Verd{\'{u}} and
Shlomo Shamai},
title = {Mutual information and conditional mean estimation in Poisson channels},
booktitle = {2004 {IEEE} Information Theory Workshop, San Antonio, TX, USA, 24-29
October, 2004},
pages = {265--270},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ITW.2004.1405312},
doi = {10.1109/ITW.2004.1405312},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/itw/GuoVS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/OmarH03,
author = {Mohamed Kamal Omar and
Mark Hasegawa{-}Johnson},
title = {Maximum conditional mutual information projection for speech recognition},
booktitle = {8th European Conference on Speech Communication and Technology, {EUROSPEECH}
2003 - {INTERSPEECH} 2003, Geneva, Switzerland, September 1-4, 2003},
pages = {505--508},
publisher = {{ISCA}},
year = {2003},
url = {https://doi.org/10.21437/Eurospeech.2003-181},
doi = {10.21437/EUROSPEECH.2003-181},
timestamp = {Thu, 22 Jun 2023 16:42:17 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/OmarH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/YeungLY02,
author = {Raymond W. Yeung and
Tony T. Lee and
Zhongxing Ye},
title = {Information-theoretic characterizations of conditional mutual independence
and Markov random fields},
journal = {{IEEE} Trans. Inf. Theory},
volume = {48},
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year = {2002},
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timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/YeungLY02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icgi/Casacuberta96,
author = {Francisco Casacuberta},
editor = {Laurent Miclet and
Colin de la Higuera},
title = {Maximum mutual information and conditional maximum likelihood estimation
of stochastic regular syntax-directed translation schemes},
booktitle = {Grammatical Inference: Learning Syntax from Sentences, 3rd International
Colloquium, ICGI-96, Montpellier, France, September 25-27, 1996, Proceedings},
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publisher = {Springer},
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timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/icgi/Casacuberta96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/colt/HausslerO95,
author = {David Haussler and
Manfred Opper},
editor = {Wolfgang Maass},
title = {General Bounds on the Mutual Information Between a Parameter and \emph{n}
Conditionally Independent Observations},
booktitle = {Proceedings of the Eigth Annual Conference on Computational Learning
Theory, {COLT} 1995, Santa Cruz, California, USA, July 5-8, 1995},
pages = {402--411},
publisher = {{ACM}},
year = {1995},
url = {https://doi.org/10.1145/225298.225347},
doi = {10.1145/225298.225347},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/HausslerO95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/iandc/Wyner78a,
author = {Aaron D. Wyner},
title = {A Definition of Conditional Mutual Information for Arbitrary Ensembles},
journal = {Inf. Control.},
volume = {38},
number = {1},
pages = {51--59},
year = {1978},
url = {https://doi.org/10.1016/S0019-9958(78)90026-8},
doi = {10.1016/S0019-9958(78)90026-8},
timestamp = {Fri, 12 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iandc/Wyner78a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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