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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} }
@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} }
@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} }
@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} }
@inproceedings{DBLP:conf/fskd/TianWYY13, 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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@inproceedings{DBLP:conf/icpr/Utasi12, 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} }
@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}, 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} }
@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} }
@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} }
@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} }
@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} }
@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} }
@inproceedings{DBLP:conf/pkdd/HachiyaS10, author = {Hirotaka Hachiya and Masashi Sugiyama}, title = {Feature Selection for Reinforcement Learning: Evaluating Implicit State-Reward Dependency via Conditional Mutual Information}, booktitle = {{ECML/PKDD} {(1)}}, series = {Lecture Notes in Computer Science}, volume = {6321}, pages = {474--489}, publisher = {Springer}, year = {2010} }
@inproceedings{DBLP:conf/ijcbs/ChaitankarZGPGD09, author = {Vijender Chaitankar and Chaoyang Zhang and Preetam Ghosh and Edward J. Perkins and 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} }
@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 = {{NLPKE}}, pages = {1--7}, publisher = {{IEEE}}, year = {2009} }
@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} }
@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} }
@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} }
@inproceedings{DBLP:conf/ciarp/NovovicovaSHP07, author = {Jana Novovicov{\'{a}} and Petr Somol and Michal Haindl and Pavel Pudil}, title = {Conditional Mutual Information Based Feature Selection for Classification Task}, booktitle = {{CIARP}}, series = {Lecture Notes in Computer Science}, volume = {4756}, pages = {417--426}, publisher = {Springer}, year = {2007} }
@inproceedings{DBLP:conf/ipmi/LoeckxSMVS07, author = {Dirk Loeckx and Pieter Slagmolen and 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} }
@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} }
@inproceedings{DBLP:conf/icassp/OmarR06, author = {Mohamed Kamal Omar and Ganesh N. Ramaswamy}, title = {Maximum Conditional Mutual Information Weighted Scoring for Speech Recognition}, booktitle = {{ICASSP} {(1)}}, pages = {277--280}, publisher = {{IEEE}}, year = {2006} }
@inproceedings{DBLP:conf/isit/Ahlswede06, author = {Rudolf Ahlswede}, title = {The final form of Tao's inequality relating conditional expectation and conditional mutual information}, booktitle = {{ISIT}}, pages = {232}, publisher = {{IEEE}}, year = {2006} }
@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}}, pages = {2169--2172}, publisher = {{ISCA}}, year = {2005} }
@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 = {{ISIT}}, pages = {719--723}, publisher = {{IEEE}}, year = {2005} }
@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} }
@inproceedings{DBLP:conf/cikm/WangL04, author = {Gang Wang and Frederick H. Lochovsky}, title = {Feature selection with conditional mutual information maximin in text categorization}, booktitle = {{CIKM}}, pages = {342--349}, publisher = {{ACM}}, year = {2004} }
@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 = {{ITW}}, pages = {265--270}, publisher = {{IEEE}}, year = {2004} }
@inproceedings{DBLP:conf/interspeech/OmarH03, author = {Mohamed Kamal Omar and Mark Hasegawa{-}Johnson}, title = {Maximum conditional mutual information projection for speech recognition}, booktitle = {{INTERSPEECH}}, pages = {505--508}, publisher = {{ISCA}}, year = {2003} }
@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}, number = {7}, pages = {1996--2011}, year = {2002} }
@inproceedings{DBLP:conf/icgi/Casacuberta96, author = {Francisco Casacuberta}, title = {Maximum mutual information and conditional maximum likelihood estimation of stochastic regular syntax-directed translation schemes}, booktitle = {{ICGI}}, series = {Lecture Notes in Computer Science}, volume = {1147}, pages = {282--291}, publisher = {Springer}, year = {1996} }
@inproceedings{DBLP:conf/colt/HausslerO95, author = {David Haussler and Manfred Opper}, title = {General Bounds on the Mutual Information Between a Parameter and \emph{n} Conditionally Independent Observations}, booktitle = {{COLT}}, pages = {402--411}, publisher = {{ACM}}, year = {1995} }
@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} }
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