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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}
}
@article{DBLP:journals/neuroimage/ArinyoiPratsLP24,
  author       = {Andreu Arinyo{-}i{-}Prats and
                  V{\'{\i}}ctor J. L{\'{o}}pez{-}Madrona and
                  Milan Palus},
  title        = {Lead/Lag directionality is not generally equivalent to causality in
                  nonlinear systems: Comparison of phase slope index and conditional
                  mutual information},
  journal      = {NeuroImage},
  volume       = {292},
  pages        = {120610},
  year         = {2024}
}
@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},
  title        = {InfoRank: Unbiased Learning-to-Rank via Conditional Mutual Information
                  Minimization},
  booktitle    = {{WWW}},
  pages        = {1350--1361},
  publisher    = {{ACM}},
  year         = {2024}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/icml/ZhangLDZX23,
  author       = {Hao Zhang and
                  Chenglin Li and
                  Wenrui Dai and
                  Junni Zou and
                  Hongkai Xiong},
  title        = {FedCR: Personalized Federated Learning Based on Across-Client Common
                  Representation with Conditional Mutual Information Regularization},
  booktitle    = {{ICML}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {202},
  pages        = {41314--41330},
  publisher    = {{PMLR}},
  year         = {2023}
}
@inproceedings{DBLP:conf/nips/DunionMLHA23,
  author       = {Mhairi Dunion and
                  Trevor McInroe and
                  Kevin Sebastian Luck and
                  Josiah Hanna and
                  Stefano V. Albrecht},
  title        = {Conditional Mutual Information for Disentangled Representations in
                  Reinforcement Learning},
  booktitle    = {NeurIPS},
  year         = {2023}
}
@inproceedings{DBLP:conf/uai/WimmerSHBH23,
  author       = {Lisa Wimmer and
                  Yusuf Sale and
                  Paul Hofman and
                  Bernd Bischl and
                  Eyke H{\"{u}}llermeier},
  title        = {Quantifying aleatoric and epistemic uncertainty in machine learning:
                  Are conditional entropy and mutual information appropriate measures?},
  booktitle    = {{UAI}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {216},
  pages        = {2282--2292},
  publisher    = {{PMLR}},
  year         = {2023}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/accv/GaoZSC22,
  author       = {Haoyuan Gao and
                  Yifaan Zhang and
                  Linhui Sun and
                  Jian Cheng},
  title        = {Action Representing by Constrained Conditional Mutual Information},
  booktitle    = {{ACCV} {(4)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13844},
  pages        = {291--306},
  publisher    = {Springer},
  year         = {2022}
}
@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},
  title        = {Conditional Bilingual Mutual Information Based Adaptive Training for
                  Neural Machine Translation},
  booktitle    = {{ACL} {(1)}},
  pages        = {2377--2389},
  publisher    = {Association for Computational Linguistics},
  year         = {2022}
}
@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    = {{ASCC}},
  pages        = {1977--1982},
  publisher    = {{IEEE}},
  year         = {2022}
}
@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    = {{ISIT}},
  pages        = {2487--2492},
  publisher    = {{IEEE}},
  year         = {2022}
}
@inproceedings{DBLP:conf/nips/RammalAGDS22,
  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},
  booktitle    = {NeurIPS},
  year         = {2022}
}
@inproceedings{DBLP:conf/ssci/AliK22,
  author       = {U. A. Md. Ehsan Ali and
                  Keisuke Kameyama},
  title        = {Informative Band Subset Selection for Hyperspectral Image Classification
                  using Joint and Conditional Mutual Information},
  booktitle    = {{SSCI}},
  pages        = {573--580},
  publisher    = {{IEEE}},
  year         = {2022}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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.}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/caibda/Fan21,
  author       = {Lei Fan},
  title        = {An ensemble variable selection method based on conditional mutual
                  information},
  booktitle    = {{CAIBDA}},
  pages        = {214--218},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/colt/Grunwald0Z21,
  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},
  booktitle    = {{COLT}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {134},
  pages        = {2217--2247},
  publisher    = {{PMLR}},
  year         = {2021}
}
@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    = {{ISIT}},
  pages        = {1796--1801},
  publisher    = {{IEEE}},
  year         = {2021}
}
@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    = {{ISIT}},
  pages        = {1176--1181},
  publisher    = {{IEEE}},
  year         = {2021}
}
@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    = {{ISIT}},
  pages        = {670--675},
  publisher    = {{IEEE}},
  year         = {2021}
}
@inproceedings{DBLP:conf/naacl/ParanjapeM21,
  author       = {Ashwin Paranjape and
                  Christopher D. Manning},
  title        = {Human-like informative conversations: Better acknowledgements using
                  conditional mutual information},
  booktitle    = {{NAACL-HLT}},
  pages        = {768--781},
  publisher    = {Association for Computational Linguistics},
  year         = {2021}
}
@inproceedings{DBLP:conf/sdm/MarxYL21,
  author       = {Alexander Marx and
                  Lincen Yang and
                  Matthijs van Leeuwen},
  title        = {Estimating Conditional Mutual Information for Discrete-Continuous
                  Mixtures using Multi-Dimensional Adaptive Histograms},
  booktitle    = {{SDM}},
  pages        = {387--395},
  publisher    = {{SIAM}},
  year         = {2021}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/colt/SteinkeZ20,
  author       = {Thomas Steinke and
                  Lydia Zakynthinou},
  title        = {Reasoning About Generalization via Conditional Mutual Information},
  booktitle    = {{COLT}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {125},
  pages        = {3437--3452},
  publisher    = {{PMLR}},
  year         = {2020}
}
@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    = {{EUSIPCO}},
  pages        = {2388--2392},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/icaif/WuGF20,
  author       = {Hanwei Wu and
                  Ather Gattami and
                  Markus Flierl},
  title        = {Conditional mutual information-based contrastive loss for financial
                  time series forecasting},
  booktitle    = {{ICAIF}},
  pages        = {9:1--9:7},
  publisher    = {{ACM}},
  year         = {2020}
}
@inproceedings{DBLP:conf/icassp/MolavipourBS20,
  author       = {Sina Molavipour and
                  Germ{\'{a}}n Bassi and
                  Mikael Skoglund},
  title        = {Conditional Mutual Information Neural Estimator},
  booktitle    = {{ICASSP}},
  pages        = {5025--5029},
  publisher    = {{IEEE}},
  year         = {2020}
}
@inproceedings{DBLP:conf/nips/HaghifamNK0D20,
  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},
  booktitle    = {NeurIPS},
  year         = {2020}
}
@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},
  title        = {When Size Matters: Markov Blanket with Limited Bit Depth Conditional
                  Mutual Information},
  booktitle    = {IoT Streams/ITEM@PKDD/ECML},
  series       = {Communications in Computer and Information Science},
  volume       = {1325},
  pages        = {243--255},
  publisher    = {Springer},
  year         = {2020}
}
@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.},
  title        = {{C-MI-GAN} : Estimation of Conditional Mutual Information using MinMax
                  formulation},
  booktitle    = {{UAI}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {124},
  pages        = {849--858},
  publisher    = {{AUAI} Press},
  year         = {2020}
}
@inproceedings{DBLP:conf/uai/YangGRKR20,
  author       = {Alan Yang and
                  AmirEmad Ghassami and
                  Maxim Raginsky and
                  Negar Kiyavash and
                  Elyse Rosenbaum},
  title        = {Model-Augmented Conditional Mutual Information Estimation for Feature
                  Selection},
  booktitle    = {{UAI}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {124},
  pages        = {1139--1148},
  publisher    = {{AUAI} Press},
  year         = {2020}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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    = {{ISIT}},
  pages        = {1117--1121},
  publisher    = {{IEEE}},
  year         = {2019}
}
@inproceedings{DBLP:conf/uai/MukherjeeAK19,
  author       = {Sudipto Mukherjee and
                  Himanshu Asnani and
                  Sreeram Kannan},
  title        = {{CCMI} : Classifier based Conditional Mutual Information Estimation},
  booktitle    = {{UAI}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {115},
  pages        = {1083--1093},
  publisher    = {{AUAI} Press},
  year         = {2019}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/aistats/Runge18,
  author       = {Jakob Runge},
  title        = {Conditional independence testing based on a nearest-neighbor estimator
                  of conditional mutual information},
  booktitle    = {{AISTATS}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {84},
  pages        = {938--947},
  publisher    = {{PMLR}},
  year         = {2018}
}
@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    = {GlobalSIP},
  pages        = {1149--1153},
  publisher    = {{IEEE}},
  year         = {2018}
}
@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    = {TrustCom/BigDataSE},
  pages        = {1236--1241},
  publisher    = {{IEEE}},
  year         = {2018}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/allerton/RahimzamaniK17,
  author       = {Arman Rahimzamani and
                  Sreeram Kannan},
  title        = {Potential conditional mutual information: Estimators and properties},
  booktitle    = {Allerton},
  pages        = {1228--1235},
  publisher    = {{IEEE}},
  year         = {2017}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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    = {{ISIT}},
  pages        = {585--589},
  publisher    = {{IEEE}},
  year         = {2016}
}
@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},
  title        = {Efficient High-Order Interaction-Aware Feature Selection Based on
                  Conditional Mutual Information},
  booktitle    = {{NIPS}},
  pages        = {4637--4645},
  year         = {2016}
}
@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    = {{SSRR}},
  pages        = {42--47},
  publisher    = {{IEEE}},
  year         = {2016}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/crypto/ChitambarFH15,
  author       = {Eric Chitambar and
                  Benjamin Fortescue and
                  Min{-}Hsiu Hsieh},
  title        = {Distributions Attaining Secret Key at a Rate of the Conditional Mutual
                  Information},
  booktitle    = {{CRYPTO} {(2)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9216},
  pages        = {443--462},
  publisher    = {Springer},
  year         = {2015}
}
@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    = {{ISIT}},
  pages        = {974--978},
  publisher    = {{IEEE}},
  year         = {2015}
}
@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}
}
@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}
}
@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}
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@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}
}
@inproceedings{DBLP:conf/cist/IdrissiFO14,
  author       = {Omar El Idrissi and
                  Bouchra Frikh and
                  Brahim Ouhbi},
  title        = {{HCHIRSIMEX:} An extended method for domain ontology learning based
                  on conditional mutual information},
  booktitle    = {{CIST}},
  pages        = {91--95},
  publisher    = {{IEEE}},
  year         = {2014}
}
@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}
}
@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}
}
@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}
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@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},
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  number       = {4},
  pages        = {259--274},
  year         = {2013}
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@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},
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  author       = {Jing Tian and
                  Quan Wang and
                  Bing Yu and
                  Dan Yu},
  title        = {A rough set algorithm for attribute reduction via mutual information
                  and conditional entropy},
  booktitle    = {{FSKD}},
  pages        = {567--571},
  publisher    = {{IEEE}},
  year         = {2013}
}
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                  Dimitris Kugiumtzis},
  title        = {Markov Chain Order estimation with Conditional Mutual Information},
  journal      = {CoRR},
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  year         = {2013}
}
@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.},
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@article{DBLP:journals/cai/LiuMZ12,
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                  Yuchang Mo and
                  Jianmin Zhao},
  title        = {Conditional Dynamic Mutual Information-Based Feature Selection},
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  year         = {2012}
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@article{DBLP:journals/cmpb/YuL12,
  author       = {Sung{-}Nien Yu and
                  Ming{-}Yuan Lee},
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                  heart failure recognition using heart rate variability},
  journal      = {Comput. Methods Programs Biomed.},
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@article{DBLP:journals/eswa/TsimpirisVK12,
  author       = {Alkiviadis Tsimpiris and
                  Ioannis Vlachos and
                  Dimitris Kugiumtzis},
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  year         = {2012}
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  author       = {{\'{A}}kos Utasi},
  title        = {Weighted conditional mutual information based boosting for classification
                  of imbalanced datasets},
  booktitle    = {{ICPR}},
  pages        = {2711--2714},
  publisher    = {{IEEE} Computer Society},
  year         = {2012}
}
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  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},
  title        = {Feature Selection in Regression Tasks Using Conditional Mutual Information},
  booktitle    = {IbPRIA},
  series       = {Lecture Notes in Computer Science},
  volume       = {6669},
  pages        = {224--231},
  publisher    = {Springer},
  year         = {2011}
}
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  author       = {Dong{-}Chul Kim and
                  Xiaoyu Wang and
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                  Jean Gao},
  title        = {Learning biological network using mutual information and conditional
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  journal      = {{BMC} Bioinform.},
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  number       = {{S-3}},
  pages        = {9},
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  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}
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@article{DBLP:journals/neuroimage/LiO10,
  author       = {Xiaoli Li and
                  Gaoxiang Ouyang},
  title        = {Estimating coupling direction between neuronal populations with permutation
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  journal      = {NeuroImage},
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  year         = {2010}
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@article{DBLP:journals/pr/SotocaP10,
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                  Filiberto Pla},
  title        = {Supervised feature selection by clustering using conditional mutual
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  journal      = {Pattern Recognit.},
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  number       = {6},
  pages        = {2068--2081},
  year         = {2010}
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@article{DBLP:journals/tmi/LoeckxSMVS10,
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                  Dirk Vandermeulen and
                  Paul Suetens},
  title        = {Nonrigid Image Registration Using Conditional Mutual Information},
  journal      = {{IEEE} Trans. Medical Imaging},
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  year         = {2010}
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  booktitle    = {{ECML/PKDD} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6321},
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  publisher    = {Springer},
  year         = {2010}
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  author       = {Vijender Chaitankar and
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                  Ping Gong and
                  Youping Deng},
  title        = {Gene Regulatory Network Inference Using Predictive Minimum Description
                  Length Principle and Conditional Mutual Information},
  booktitle    = {{IJCBS}},
  pages        = {487--490},
  publisher    = {{IEEE} Computer Society},
  year         = {2009}
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  booktitle    = {{NLPKE}},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2009}
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  author       = {Jana Novovicov{\'{a}} and
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  title        = {Conditional Mutual Information Based Feature Selection for Classification
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  booktitle    = {{CIARP}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4756},
  pages        = {417--426},
  publisher    = {Springer},
  year         = {2007}
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  author       = {Dirk Loeckx and
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                  Frederik Maes and
                  Dirk Vandermeulen and
                  Paul Suetens},
  title        = {Nonrigid Image Registration Using Conditional Mutual Information},
  booktitle    = {{IPMI}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4584},
  pages        = {725--737},
  publisher    = {Springer},
  year         = {2007}
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  title        = {Maximum Conditional Mutual Information Weighted Scoring for Speech
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  booktitle    = {{ICASSP} {(1)}},
  pages        = {277--280},
  publisher    = {{IEEE}},
  year         = {2006}
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  title        = {The final form of Tao's inequality relating conditional expectation
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  booktitle    = {{ISIT}},
  pages        = {232},
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  year         = {2006}
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  author       = {Mohamed Kamal Omar and
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  title        = {Maximum conditional mutual information modeling for speaker verification},
  booktitle    = {{INTERSPEECH}},
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  year         = {2005}
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  year         = {2003}
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