Dor Tsur
Dor Tsur
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I am a Ph.D. student at the School of Electrical and Computer Engineering in Ben-Gurion University of the Negev, under the supervision of Prof. Haim Permuter.
I am a Ph.D. student at the School of Electrical and Computer Engineering in Ben-Gurion University of the Negev, under the supervision of Prof. Haim Permuter.
I am currently a research fellow and Harvard SEAS, hosted by Flavio Calmon.
Before that, I got my B.Sc. (cum laude) and M.Sc. (summa cum laude), both at the School of Electrical and Computer Engineering in Ben-Gurion University of the Negev.
Before that, I got my B.Sc. (cum laude) and M.Sc. (summa cum laude), both at the School of Electrical and Computer Engineering in Ben-Gurion University of the Negev.
Research Interests 🧑🔬:
Research Interests 🧑🔬:
- Information Theory (and its applications to machine learning)
- Trustworthy and Efficient LLM algorithms
- Multi-modal Representation Learning
- Optimal Transport
News 🗞️:
News 🗞️:
- 13/2/2025 - I received the Sun Best Student Presentation Award at the Information Theory and Applications Workshop. My presentation was about Information-theory driven watermarking of Large-Language Models.
- 14/12/2025 - I presented my new project on 'Neural Entropic Multimarginal Optimal Transport' at the NeurIPS 2024 Optimization for Machine Learning workshop. The project discussed scaling of multi-marginal optimal transport methodologies to large datasets using variational optimization of neural networks.
- 01/09/2024 - I started my apointment as a visiting researcher at Harvard John A. Paulson School of Engineering and Applied Science, hosted by the incredible Flavio Calmon!
Selected Papers 💫:
Selected Papers 💫:
Dor Tsur, Ziv Goldfeld, Kristjan Greenewald. "Max-sliced mutual information." Advances in Neural Information Processing Systems (NIPS) 36, 2024.
- 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.
- Dor Tsur, Ziv Aharoni, Ziv Goldfeld, Haim H. Permuter. "Data-Driven Optimization of Directed Information over Discrete Alphabets." IEEE Transactions on Information Theory, 2023.
- 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.
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