Neural estimation and optimization of directed information over continuous spaces D Tsur, Z Aharoni, Z Goldfeld, H Permuter IEEE Transactions on Information Theory, 2023 | 35* | 2023 |
Optimizing estimated directed information over discrete alphabets D Tsur, Z Aharoni, Z Goldfeld, HH Permuter 2022 IEEE International Symposium on Information Theory (ISIT), 2898-2903, 2022 | 5 | 2022 |
Rate distortion via constrained estimated mutual information minimization D Tsur, B Huleihel, H Permuter 2023 IEEE International Symposium on Information Theory (ISIT), 695-700, 2023 | 3 | 2023 |
Density estimation of processes with memory via donsker vardhan Z Aharoni, D Tsur, HH Permuter 2022 IEEE International Symposium on Information Theory (ISIT), 330-335, 2022 | 3 | 2022 |
Data-driven optimization of directed information over discrete alphabets D Tsur, Z Aharoni, Z Goldfeld, H Permuter IEEE Transactions on Information theory, 2023 | 2 | 2023 |
Max-sliced mutual information D Tsur, Z Goldfeld, K Greenewald Advances in Neural Information Processing Systems 36, 2024 | 1 | 2024 |
Neural estimation of multi-user capacity regions B Huleihel, D Tsur, Z Aharoni, O Sabag, HH Permuter 2023 IEEE International Symposium on Information Theory (ISIT), 2380-2385, 2023 | 1 | 2023 |
TREET: TRansfer Entropy Estimation via Transformer O Luxembourg, D Tsur, H Permuter arXiv preprint arXiv:2402.06919, 2024 | | 2024 |
11 Capacity Estimation Using Machine Learning Z Aharoni, D Tsur, Z Goldfeld, HH Permuter Machine Learning and Wireless Communications, 317, 2022 | | 2022 |
Visualizing Information Conservation and Decomposition via the Information Matrix D Tsur, HH Permuter The Second Tiny Papers Track at ICLR 2024, 0 | | |