Journals

1.        Dor Tsur, Ziv Aharoni, Ziv Goldfeld, Haim H. Permuter. "Neural estimation and optimization of directed information over continuous spaces." IEEE Transactions on Information Theory, 2023.

2.        Dor Tsur, Ziv Aharoni, Ziv Goldfeld, Haim H. Permuter. "Data-Driven Optimization of Directed Information over Discrete Alphabets." IEEE Transactions on Information Theory, 2023.

Conferences

1.        Dor Tsur, Ziv Goldfeld, Kristjan Greenewald. "Max-sliced mutual information." Advances in Neural Information Processing Systems (NIPS) 36, 2024.

2.        Dor Tsur, Ziv Aharoni, Ziv Goldfeld, Haim H. Permuter. "Optimizing Estimated Directed Information over Discrete Alphabets." 2022 IEEE International Symposium on Information Theory (ISIT), 2022.

3.        Dor Tsur, Bashar Huleihel, Haim Permuter. "Rate distortion via constrained estimated mutual information minimization." 2023 IEEE International Symposium on Information Theory (ISIT), 2023.

4.        Dor Tsur, Haim Permuter. “Visualizing Information Conservation and Decomposition via the Information Matrix”. 2024 International Conference on Learning Representations (ICLR), Tiny Papers track.

5.        Dor Tsur, Haim Permuter. “InfoMat: A Tool for the Analysis and Visualization Sequential Information Transfer.” Accepted to 2024 IEEE International Symposium on Information Theory (ISIT), 2024.

6.        Dor Tsur, Haim Permuter, Ziv Goldfed. “Several Interpretations of Max-Sliced Mutual Information” Accepted to 2024 IEEE International Symposium on Information Theory (ISIT), 2024.

7.       Ziv Aharoni, Dor Tsur, Haim H. Permuter. “Capacity of continuous channels with memory via directed information neural estimator‏” IEEE International Symposium on Information Theory (ISIT), 2020.

8.        Ziv Aharoni, Dor Tsur, Haim H. Permuter. "Density Estimation of Processes with Memory via Donsker Vardhan." 2022 IEEE International Symposium on Information Theory (ISIT), 2022.

9.        Bashar Huleihel, Dor Tsur, Ziv Aharoni, Oron Sabag, Haim H. Permuter. "Neural Estimation of Multi-User Capacity Regions." 2023 IEEE International Symposium on Information Theory (ISIT), 2023.

10.  Bashar Huleihel, Dor Tsur, Ziv Aharoni, Oron Sabag, Haim H. Permuter. "Neural Estimation of Multi-User Capacity Regions over Discrete Channels." Accepted to 2024 IEEE International Symposium on Information Theory (ISIT), 2024.

Book Chapters

1.        Ziv Aharoni, Dor Tsur, Ziv Goldfeld, Haim H. Permuter. "Capacity Estimation Using Machine Learning." Machine Learning and Wireless Communications, 2022.