Neural estimators for conditional mutual information using nearest neighbors sampling

S Molavipour, G Bassi… - IEEE transactions on signal …, 2021 - ieeexplore.ieee.org
The estimation of mutual information (MI) or conditional mutual information (CMI) from a set
of samples is a longstanding problem. A recent line of work in this area has leveraged the …

Neural Estimators for Conditional Mutual Information Using Nearest Neighbors Sampling

S Molavipour, G Bassi, M Skoglund - IEEE Transactions on Signal …, 2021 - diva-portal.org
The estimation of mutual information (MI) or conditional mutual information (CMI) from a set
of samples is a long-standing problem. A recent line of work in this area has leveraged the …

Neural Estimators for Conditional Mutual Information Using Nearest Neighbors Sampling

S Molavipour, G Bassi, M Skoglund - arXiv preprint arXiv:2006.07225, 2020 - arxiv.org
The estimation of mutual information (MI) or conditional mutual information (CMI) from a set
of samples is a long-standing problem. A recent line of work in this area has leveraged the …

Neural Estimators for Conditional Mutual Information Using Nearest Neighbors Sampling

S Molavipour, G Bassi… - IEEE Transactions on …, 2021 - ui.adsabs.harvard.edu
The estimation of mutual information (MI) or conditional mutual information (CMI) from a set
of samples is a long-standing problem. A recent line of work in this area has leveraged the …