Feature Selection via Mutual Information: New Theoretical Insights

Feature Selection via Mutual Information: New Theoretical Insights

17 July 2019

Alberto Maria Metelli

Andrea Tirinzoni

Marcello Restelli

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Papers citing "Feature Selection via Mutual Information: New Theoretical Insights"

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Title
Predicting Fetal Birthweight from High Dimensional Data using Advanced Machine Learning Nachiket Kapure Harsh Joshi Rajeshwari Mistri Parul Kumari Manasi Mali Seema Purohit Neha Sharma Mrityunjoy Panday Chittaranjan S. Yajnik AI4CE 82 1 0 20 Feb 2025
MoJE: Mixture of Jailbreak Experts, Naive Tabular Classifiers as Guard for Prompt Attacks Giandomenico Cornacchia Giulio Zizzo Kieran Fraser Muhammad Zaid Hameed Ambrish Rawat Mark Purcell 75 3 0 26 Sep 2024
Capturing the security expert knowledge in feature selection for web application attack detection Amanda Riverol Gustavo Betarte R. Martínez Álvaro Pardo AAML 48 0 0 26 Jul 2024
Compressive Feature Selection for Remote Visual Multi-Task Inference Saeed Ranjbar Alvar Ivan V. Bajić 53 0 0 15 May 2024
End-to-End Training Induces Information Bottleneck through Layer-Role Differentiation: A Comparative Analysis with Layer-wise Training Keitaro Sakamoto Issei Sato 56 4 0 14 Feb 2024
Active Few-Shot Fine-Tuning Jonas Hübotter Bhavya Sukhija Lenart Treven Yarden As Andreas Krause 98 1 0 13 Feb 2024
Causal Feature Selection via Transfer Entropy Paolo Bonetti Alberto Maria Metelli Marcello Restelli CML 58 6 0 17 Oct 2023
Causal Entropy and Information Gain for Measuring Causal Control F. N. F. Q. Simoes Mehdi Dastani T. V. Ommen CML 54 5 0 14 Sep 2023
Few-shot Action Recognition via Intra- and Inter-Video Information Maximization Huabin Liu W. Lin Tieyuan Chen Yuxi Li Shuyuan Li John See 72 6 0 10 May 2023
A Notion of Feature Importance by Decorrelation and Detection of Trends by Random Forest Regression Yannick Gerstorfer Lena Krieg Max Hahn-Klimroth 42 7 0 02 Mar 2023
ARLO: A Framework for Automated Reinforcement Learning Marco Mussi Davide Lombarda Alberto Maria Metelli F. Trovò Marcello Restelli OffRL 78 4 0 20 May 2022
BeeHIVE: Behavioral Biometric System based on Object Interactions in Smart Environments Klaudia Krawiecka S. Birnbach Simon Eberz Ivan Martinovic 33 1 0 08 Feb 2022
Layer-wise Model Pruning based on Mutual Information Chun Fan Jiwei Li Xiang Ao Leilei Gan Yuxian Meng Xiaofei Sun 84 19 0 28 Aug 2021
Statistical estimation of the Kullback-Leibler divergence A. Bulinski Denis Dimitrov 52 18 0 29 Jun 2019