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Publication search results
found 153 matches
- 2024
- Zhaowen Li, Jianming Liu, Yichun Peng, Ching-Feng Wen:
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. Inf. Sci. 658: 120011 (2024) - Linfeng Ye, Shayan Mohajer Hamidi, Renhao Tan, En-Hui Yang:
Bayes Conditional Distribution Estimation for Knowledge Distillation Based on Conditional Mutual Information. CoRR abs/2401.08732 (2024) - Jiarui Jin, Zexue He, Mengyue Yang, Weinan Zhang, Yong Yu, Jun Wang, Julian J. McAuley:
InfoRank: Unbiased Learning-to-Rank via Conditional Mutual Information Minimization. CoRR abs/2401.12553 (2024) - Jake Witter, Conor J. Houghton:
Nearest-Neighbours Estimators for Conditional Mutual Information. CoRR abs/2403.00556 (2024) - Jun Xia, Shaorong Chen, Jingbo Zhou, Tianze Ling, Wenjie Du, Sizhe Liu, Stan Z. Li:
AdaNovo: Adaptive \emph{De Novo} Peptide Sequencing with Conditional Mutual Information. CoRR abs/2403.07013 (2024) - 2023
- Pawel Teisseyre, Jaesung Lee:
Multilabel all-relevant feature selection using lower bounds of conditional mutual information. Expert Syst. Appl. 216: 119436 (2023) - Shenglei Chen, Xin Ma, Linyuan Liu, Limin Wang:
Selective AnDE based on attributes ranking by Maximin Conditional Mutual Information (MMCMI). J. Exp. Theor. Artif. Intell. 35(1): 151-170 (2023) - Jie Xu, Guanxue Yang, Guohai Liu, Hui Liu:
Inferring Gene Regulatory Networks via Ensemble Path Consistency Algorithm Based on Conditional Mutual Information. IEEE ACM Trans. Comput. Biol. Bioinform. 20(3): 1807-1816 (2023) - Hao Zhang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
FedCR: Personalized Federated Learning Based on Across-Client Common Representation with Conditional Mutual Information Regularization. ICML 2023: 41314-41330 - Mhairi Dunion, Trevor McInroe, Kevin Sebastian Luck, Josiah Hanna, Stefano V. Albrecht:
Conditional Mutual Information for Disentangled Representations in Reinforcement Learning. NeurIPS 2023 - Lisa Wimmer, Yusuf Sale, Paul Hofman, Bernd Bischl, Eyke Hüllermeier:
Quantifying aleatoric and epistemic uncertainty in machine learning: Are conditional entropy and mutual information appropriate measures? UAI 2023: 2282-2292 - Mhairi Dunion, Trevor McInroe, Kevin Sebastian Luck, Josiah P. Hanna, Stefano V. Albrecht:
Conditional Mutual Information for Disentangled Representations in Reinforcement Learning. CoRR abs/2305.14133 (2023) - Soham Gadgil, Ian Covert, Su-In Lee:
Estimating Conditional Mutual Information for Dynamic Feature Selection. CoRR abs/2306.03301 (2023) - Liliang Ren, Mankeerat Sidhu, Qi Zeng, Revanth Gangi Reddy, Heng Ji, ChengXiang Zhai:
C-PMI: Conditional Pointwise Mutual Information for Turn-level Dialogue Evaluation. CoRR abs/2306.15245 (2023) - En-Hui Yang, Shayan Mohajer Hamidi, Linfeng Ye, Renhao Tan, Beverly Yang:
Conditional Mutual Information Constrained Deep Learning for Classification. CoRR abs/2309.09123 (2023) - 2022
- Xiangyuan Gu, Jichang Guo, Lijun Xiao, Chongyi Li:
Conditional mutual information-based feature selection algorithm for maximal relevance minimal redundancy. Appl. Intell. 52(2): 1436-1447 (2022) - Ting-Li Chen, Fushing Hsieh, Elizabeth P. Chou:
Learned Practical Guidelines for Evaluating Conditional Entropy and Mutual Information in Discovering Major Factors of Response-vs.-Covariate Dynamics. Entropy 24(10): 1382 (2022) - Lei Zan, Anouar Meynaoui, Charles K. Assaad, Emilie Devijver, Éric Gaussier:
A Conditional Mutual Information Estimator for Mixed Data and an Associated Conditional Independence Test. Entropy 24(9): 1234 (2022) - Yuan Zhai, Bo Yang, Zhengjun Xi:
Belavkin-Staszewski Relative Entropy, Conditional Entropy, and Mutual Information. Entropy 24(6): 837 (2022) - G. Kavitha, N. M. Elango:
Genetic Algorithm-Conditional Mutual Information Maximization based feature selection for Bot Attack Classification in IoT devices. J. Mobile Multimedia 18(1): 119-134 (2022) - Dong Wen, Rou Li, Mengmeng Jiang, Jingjing Li, Yijun Liu, Xianling Dong, M. Iqbal Saripan, Haiqing Song, Wei Han, Yanhong Zhou:
Multi-dimensional conditional mutual information with application on the EEG signal analysis for spatial cognitive ability evaluation. Neural Networks 148: 23-36 (2022) - Xiangyuan Gu, Jichang Guo, Tao Ming, Lijun Xiao, Chongyi Li:
A Feature Selection Algorithm Based on Equal Interval Division and Conditional Mutual Information. Neural Process. Lett. 54(3): 2079-2105 (2022) - Francisco Souza, Cristiano Premebida, Rui Araújo:
High-order conditional mutual information maximization for dealing with high-order dependencies in feature selection. Pattern Recognit. 131: 108895 (2022) - Ruida Zhou, Chao Tian, Tie Liu:
Individually Conditional Individual Mutual Information Bound on Generalization Error. IEEE Trans. Inf. Theory 68(5): 3304-3316 (2022) - Haoyuan Gao, Yifaan Zhang, Linhui Sun, Jian Cheng:
Action Representing by Constrained Conditional Mutual Information. ACCV (4) 2022: 291-306 - Songming Zhang, Yijin Liu, Fandong Meng, Yufeng Chen, Jinan Xu, Jian Liu, Jie Zhou:
Conditional Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation. ACL (1) 2022: 2377-2389 - Guanxue Yang, Chunnian Wang, Guanxiao Yang:
Inference of Gene Regulatory Networks with Local Lasso Path Consistency Algorithm Based on Conditional Mutual Information. ASCC 2022: 1977-1982 - Mahdi Haghifam, Shay Moran, Daniel M. Roy, Gintare Karolina Dziugaite:
Understanding Generalization via Leave-One-Out Conditional Mutual Information. ISIT 2022: 2487-2492 - Mohamad Rida Rammal, Alessandro Achille, Aditya Golatkar, Suhas N. Diggavi, Stefano Soatto:
On Leave-One-Out Conditional Mutual Information For Generalization. NeurIPS 2022 - U. A. Md. Ehsan Ali, Keisuke Kameyama:
Informative Band Subset Selection for Hyperspectral Image Classification using Joint and Conditional Mutual Information. SSCI 2022: 573-580
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