Equitability, mutual information, and the maximal information coefficient

31 January 2013

Papers citing "Equitability, mutual information, and the maximal information coefficient"

50 / 86 papers shown

Title
Human Activity Recognition in an Open World D. Prijatelj Samuel Grieggs Jin Huang Dawei Du Ameya Shringi Christopher Funk Adam Kaufman Eric Robertson Walter J. Scheirer University of Notre Dame 137 3 0 17 Jan 2025
Memory-Centric Computing: Recent Advances in Processing-in-DRAM O. Mutlu Ataberk Olgun Geraldo F. Oliveira Ismail Emir Yüksel 121 6 0 26 Dec 2024
Structural Causality-based Generalizable Concept Discovery Models Sanchit Sinha Guangzhi Xiong Aidong Zhang CML DRL 84 0 0 20 Oct 2024
MOLA: Enhancing Industrial Process Monitoring Using Multi-Block Orthogonal Long Short-Term Memory Autoencoder Fangyuan Ma Cheng Ji Jingde Wang Wei Sun Xun Tang Zheyu Jiang 18 2 0 10 Oct 2024
Explicit Mutual Information Maximization for Self-Supervised Learning Lele Chang Peilin Liu Qinghai Guo Fei Wen SSL 87 0 0 07 Sep 2024
Approximating mutual information of high-dimensional variables using learned representations Gokul Gowri Xiao-Kang Lun Allon M. Klein Peng Yin 69 7 0 03 Sep 2024
Look, Learn and Leverage (L $^3$ ): Mitigating Visual-Domain Shift and Discovering Intrinsic Relations via Symbolic Alignment Hanchen Xie Jiageng Zhu Mahyar Khayatkhoei Jiazhi Li Wael AbdAlmageed OOD 69 0 0 30 Aug 2024
Evaluating Privacy Measures for Load Hiding Vadim Arzamasov Klemens Böhm 23 0 0 12 Aug 2024
Constructing Enhanced Mutual Information for Online Class-Incremental Learning Huan Zhang Fan Lyu Shenghua Fan Yujin Zheng Dingwen Wang CLL 70 1 0 26 Jul 2024
Enhancing Sufficient Dimension Reduction via Hellinger Correlation Seungbeom Hong Ilmun Kim Jun Song 41 0 0 30 May 2024
Landmark-Guided Cross-Speaker Lip Reading with Mutual Information Regularization Linzhi Wu Xingyu Zhang Yakun Zhang Changyan Zheng Tiejun Liu Liang Xie Ye Yan Erwei Yin 63 1 0 24 Mar 2024
Dual Graph Attention based Disentanglement Multiple Instance Learning for Brain Age Estimation Fanzhe Yan Gang Yang Yu Li Aiping Liu Xun Chen 31 3 0 02 Mar 2024
C-Disentanglement: Discovering Causally-Independent Generative Factors under an Inductive Bias of Confounder Xiaoyu Liu Jiaxin Yuan Bang An Yuancheng Xu Yifan Yang Furong Huang CML 109 9 0 26 Oct 2023
Multimodal Variational Auto-encoder based Audio-Visual Segmentation Yuxin Mao Jing Zhang Mochu Xiang Yiran Zhong Yuchao Dai 72 36 0 12 Oct 2023
Improving Cross-dataset Deepfake Detection with Deep Information Decomposition Shanmin Yang Shu Hu Bin Zhu Ying Fu Siwei Lyu Xi Wu Xin Wang 108 7 0 30 Sep 2023
Equivalence Principle of the $P$ -value and Mutual Information Tsutomu Mori Takashi Kawamura 30 0 0 22 Aug 2023
Quantifying and estimating dependence via sensitivity of conditional distributions Jonathan Ansari P. Langthaler Sebastian Fuchs W. Trutschnig 55 8 0 11 Aug 2023
G-NM: A Group of Numerical Time Series Prediction Models Juyoung Yun AI4TS 33 0 0 20 Jun 2023
Mutual Information Regularization for Weakly-supervised RGB-D Salient Object Detection Aixuan Li Yuxin Mao Jing Zhang Yuchao Dai 94 29 0 06 Jun 2023
Temporally Causal Discovery Tests for Discrete Time Series and Neural Spike Trains A. Theocharous G. Gregoriou P. Sapountzis Ioannis Kontoyiannis CML 75 2 0 23 May 2023
Efficient pattern-based anomaly detection in a network of multivariate devices Len Feremans B. Cule Bart Goethals AI4TS 22 0 0 07 May 2023
Sample Complexity of Probability Divergences under Group Symmetry Ziyu Chen Markos A. Katsoulakis Luc Rey-Bellet Weixia Zhu 127 10 0 03 Feb 2023
Internally Rewarded Reinforcement Learning Mengdi Li Xufeng Zhao Jae Hee Lee C. Weber S. Wermter 64 11 0 01 Feb 2023
fastMI: a fast and consistent copula-based estimator of mutual information S. Purkayastha P. Song 46 2 0 20 Dec 2022
Distribution-free joint independence testing and robust independent component analysis using optimal transport Ziang Niu B. Bhattacharya 67 2 0 28 Nov 2022
Asymmetric predictability in causal discovery: an information theoretic approach S. Purkayastha Peter X.-K. Song 33 0 0 26 Oct 2022
Domain Generalization -- A Causal Perspective Paras Sheth Raha Moraffah K. S. Candan A. Raglin Huan Liu CML OOD 134 17 0 30 Sep 2022
Robust Causality and False Attribution in Data-Driven Earth Science Discoveries Elizabeth Eldhose Tejasvi Chauhan V. Chandel Subimal Ghosh P. N. N. Laboratory 34 2 0 26 Sep 2022
Differentially Private Maximal Information Coefficients John Lazarsfeld Aaron Johnson Emmanuel Adéníran 26 3 0 21 Jun 2022
A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions Sheng Zhou Hongjia Xu Zhuonan Zheng Jiawei Chen Zhao Li Jiajun Bu Jia Wu Xin Eric Wang Wenwu Zhu Martin Ester 103 103 0 15 Jun 2022
Do-Operation Guided Causal Representation Learning with Reduced Supervision Strength Jiageng Zhu Hanchen Xie Wael AbdAlmageed CML 40 3 0 03 Jun 2022
Ultra-marginal Feature Importance: Learning from Data with Causal Guarantees Joseph Janssen Vincent Guan Elina Robeva 66 7 0 21 Apr 2022
Learning Disentangled Behaviour Patterns for Wearable-based Human Activity Recognition Jie Su Z. Wen Tao R. Lin Yu Guan 59 19 0 15 Feb 2022
Rearranged dependence measures Christopher Strothmann Holger Dette K. Siburg 110 19 0 10 Jan 2022
MUSE: Feature Self-Distillation with Mutual Information and Self-Information Yunpeng Gong Ye Yu Gaurav Mittal Greg Mori Mei Chen SSL 43 2 0 25 Oct 2021
Neural Dependency Coding inspired Multimodal Fusion Shiv Shankar 74 3 0 28 Sep 2021
Efficient Person Search: An Anchor-Free Approach Yichao Yan Jinpeng Li Jie Qin Tianran Ouyang Xiaokang Yang 70 20 0 01 Sep 2021
Improving Multimodal fusion via Mutual Dependency Maximisation Pierre Colombo E. Chapuis Matthieu Labeau Chloé Clavel 180 31 0 31 Aug 2021
A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations Pierre Colombo Chloé Clavel Pablo Piantanida AAML DRL 186 51 0 06 May 2021
Quantum-Assisted Feature Selection for Vehicle Price Prediction Modeling David Von Dollen F. Neukart Daniel Weimer Thomas Bäck 26 8 0 08 Apr 2021
Cross-modal Image Retrieval with Deep Mutual Information Maximization Chunbin Gu Jiajun Bu Xixi Zhou Chengwei Yao Dongfang Ma Zhi Yu Xifeng Yan 57 16 0 10 Mar 2021
Domain-Robust Visual Imitation Learning with Mutual Information Constraints Edoardo Cetin Oya Celiktutan OOD DRL 65 21 0 08 Mar 2021
BEAUTY Powered BEAST Kai Zhang Zhigen Zhao Wen-Xin Zhou 72 8 0 01 Mar 2021
Mutual Information Regularized Identity-aware Facial ExpressionRecognition in Compressed Video Xiaofeng Liu Linghao Jin Xu Han J. You CVBM 91 26 0 20 Oct 2020
Mutual Information for Explainable Deep Learning of Multiscale Systems S. Taverniers E. Hall Markos A. Katsoulakis D. Tartakovsky 37 15 0 07 Sep 2020
Multimodal Image-to-Image Translation via Mutual Information Estimation and Maximization Zhiwen Zuo Lei Zhao Zhizhong Wang Haibo Chen Ailin Li Qijiang Xu Wei Xing Dongming Lu GAN 91 0 0 08 Aug 2020
Variational Representations and Neural Network Estimation of Rényi Divergences Jeremiah Birrell P. Dupuis Markos A. Katsoulakis Luc Rey-Bellet Jie Wang 80 33 0 07 Jul 2020
Mutual Information Gradient Estimation for Representation Learning Liangjiang Wen Yiji Zhou Lirong He Mingyuan Zhou Zenglin Xu DRL SSL 156 27 0 03 May 2020
CausalVAE: Structured Causal Disentanglement in Variational Autoencoder Mengyue Yang Furui Liu Zhitang Chen Xinwei Shen Jianye Hao Jun Wang OOD CoGe CML 156 45 0 18 Apr 2020
Mutual Information Maximization for Effective Lip Reading Xingyuan Zhao Shuang Yang Shiguang Shan Xilin Chen 71 59 0 13 Mar 2020