CCMI : Classifier based Conditional Mutual Information Estimation

5 June 2019

Papers citing "CCMI : Classifier based Conditional Mutual Information Estimation"

21 / 21 papers shown

Title
A Causal Adjustment Module for Debiasing Scene Graph Generation Li Liu Shuzhou Sun Shuaifeng Zhi Fan Shi Zhen Liu J. Heikkilä Yongxiang Liu CML 61 2 0 22 Mar 2025
A Neural Difference-of-Entropies Estimator for Mutual Information Haoran Ni Martin Lotz SSL DRL 91 0 0 18 Feb 2025
TREET: TRansfer Entropy Estimation via Transformers Omer Luxembourg Dor Tsur Haim Permuter 27 1 0 10 Feb 2024
Evaluating LLP Methods: Challenges and Approaches Gabriel Franco Giovanni V. Comarela Mark Crovella 26 0 0 29 Oct 2023
Expression Syntax Information Bottleneck for Math Word Problems Jing Xiong Chengming Li Min Yang Xiping Hu Bin Hu 35 5 0 24 Oct 2023
Multimodal Variational Auto-encoder based Audio-Visual Segmentation Yuxin Mao Jing Zhang Mochu Xiang Yiran Zhong Yuchao Dai 40 34 0 12 Oct 2023
Conditional Mutual Information for Disentangled Representations in Reinforcement Learning Mhairi Dunion Trevor A. McInroe K. Luck Josiah P. Hanna Stefano V. Albrecht OOD DRL 22 17 0 23 May 2023
CDANs: Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data Muhammad Hasan Ferdous Uzma Hasan Md. Osman Gani CML 44 3 0 07 Feb 2023
Conditional Independence Testing via Latent Representation Learning Bao Duong T. Nguyen BDL CML 31 6 0 04 Sep 2022
Disentanglement and Generalization Under Correlation Shifts Christina M. Funke Paul Vicol Kuan-Chieh Jackson Wang Matthias Kümmerer R. Zemel Matthias Bethge OOD 39 7 0 29 Dec 2021
Combining Human Predictions with Model Probabilities via Confusion Matrices and Calibration Gavin Kerrigan Padhraic Smyth M. Steyvers 30 48 0 29 Sep 2021
Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization Jizong Peng M. Pedersoli Christian Desrosiers SSL 27 21 0 08 Mar 2021
HDMI: High-order Deep Multiplex Infomax Baoyu Jing Chanyoung Park Hanghang Tong 98 164 0 15 Feb 2021
DICE: Diversity in Deep Ensembles via Conditional Redundancy Adversarial Estimation Alexandre Ramé Matthieu Cord FedML 56 51 0 14 Jan 2021
Neural Joint Entropy Estimation Yuval Shalev Amichai Painsky I. Ben-Gal 34 8 0 21 Dec 2020
Neural Estimators for Conditional Mutual Information Using Nearest Neighbors Sampling Sina Molavipour Germán Bassi Mikael Skoglund 22 8 0 12 Jun 2020
Causal Feature Selection for Algorithmic Fairness Sainyam Galhotra Karthikeyan Shanmugam P. Sattigeri Kush R. Varshney FaML 28 39 0 10 Jun 2020
Conditional Mutual Information Neural Estimator Sina Molavipour Germán Bassi Mikael Skoglund 24 14 0 06 Nov 2019
Understanding the Limitations of Variational Mutual Information Estimators Jiaming Song Stefano Ermon SSL DRL 16 202 0 14 Oct 2019
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,695 0 05 Dec 2016
Revisiting Classifier Two-Sample Tests David Lopez-Paz Maxime Oquab 83 392 0 20 Oct 2016