Estimating Mutual Information for Discrete-Continuous Mixtures

19 September 2017

Pramod Viswanath

Papers citing "Estimating Mutual Information for Discrete-Continuous Mixtures"

20 / 20 papers shown

Title
Quantifying the redundancy between prosody and text Lukas Wolf Tiago Pimentel Evelina Fedorenko Ryan Cotterell Alex Warstadt Ethan Gotlieb Wilcox Tamar I. Regev 33 10 0 28 Nov 2023
MITFAS: Mutual Information based Temporal Feature Alignment and Sampling for Aerial Video Action Recognition Ruiqi Xian Xijun Wang Tianyi Zhou 27 10 0 05 Mar 2023
Greedy Modality Selection via Approximate Submodular Maximization Runxiang Cheng Gargi Balasubramaniam Yifei He Yao-Hung Hubert Tsai Han Zhao 21 1 0 22 Oct 2022
ARLO: A Framework for Automated Reinforcement Learning Marco Mussi Davide Lombarda Alberto Maria Metelli F. Trovò Marcello Restelli OffRL 39 4 0 20 May 2022
Fast Rate Generalization Error Bounds: Variations on a Theme Xuetong Wu J. Manton U. Aickelin Jingge Zhu 30 7 0 06 May 2022
DeepSE-WF: Unified Security Estimation for Website Fingerprinting Defenses Alexander Veicht Cédric Renggli Diogo Barradas AAML 30 8 0 08 Mar 2022
Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender Bias in Image Search Jialu Wang Yang Liu Qing Guo FaML 157 94 0 12 Sep 2021
A Maximum Entropy Copula Model for Mixed Data: Representation, Estimation, and Applications S. Mukhopadhyay Mukhopadhyay 11 1 0 21 Aug 2021
Towards quantifying information flows: relative entropy in deep neural networks and the renormalization group J. Erdmenger Kevin T. Grosvenor R. Jefferson 54 17 0 14 Jul 2021
A Rigorous Information-Theoretic Definition of Redundancy and Relevancy in Feature Selection Based on (Partial) Information Decomposition Patricia Wollstadt Sebastian Schmitt Michael Wibral 26 28 0 10 May 2021
On the Maximum Mutual Information Capacity of Neural Architectures Brandon Foggo Nan Yu TPM 23 3 0 10 Jun 2020
Feature Selection via Mutual Information: New Theoretical Insights Mario Beraha Alberto Maria Metelli Matteo Papini Andrea Tirinzoni Marcello Restelli 13 66 0 17 Jul 2019
Twin Auxiliary Classifiers GAN Biwei Huang Yanwu Xu Chunyuan Li Kuncai Zhang Kayhan Batmanghelich 16 33 0 05 Jul 2019
On Network Science and Mutual Information for Explaining Deep Neural Networks Brian Davis Umang Bhatt Kartikeya Bhardwaj R. Marculescu J. M. F. Moura FedML SSL FAtt 18 10 0 20 Jan 2019
On mutual information estimation for mixed-pair random variables A. Beknazaryan Xin Dang Hailin Sang 20 13 0 27 Dec 2018
Mimic and Classify : A meta-algorithm for Conditional Independence Testing Rajat Sen Karthikeyan Shanmugam Himanshu Asnani Arman Rahimzamani Sreeram Kannan CML VLM 21 16 0 25 Jun 2018
Discrete-Continuous Mixtures in Probabilistic Programming: Generalized Semantics and Inference Algorithms Yi Wu Siddharth Srivastava N. Hay S. Du Stuart J. Russell 31 25 0 06 Jun 2018
Statistical Estimation of Conditional Shannon Entropy A. Bulinski A. Kozhevin 13 12 0 23 Apr 2018
Fixing a Broken ELBO Alexander A. Alemi Ben Poole Ian S. Fischer Joshua V. Dillon Rif A. Saurous Kevin Patrick Murphy DRL BDL 39 80 0 01 Nov 2017
Potential Conditional Mutual Information: Estimators, Properties and Applications Arman Rahimzamani Sreeram Kannan 19 10 0 13 Oct 2017