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Papers
A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets
NeurIPS 2024
Direct Amortized Likelihood Ratio Estimation
AAAI 2024
Dynamic Survival Analysis with Controlled Latent States
ICML 2024
Beyond Normal: On the Evaluation of Mutual Information Estimators
NeurIPS 2023
Diffeomorphic Information Neural Estimation
AAAI 2023
Neural Estimation of Statistical Divergences
JMLR 2022
Improved Mutual Information Estimation
AAAI 2021
C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation
UAI 2020