Search Results for author: Ori Shental

Found 3 papers, 0 papers with code

Transformer-Based Neural Surrogate for Link-Level Path Loss Prediction from Variable-Sized Maps

no code implementations6 Oct 2023 Thomas M. Hehn, Tribhuvanesh Orekondy, Ori Shental, Arash Behboodi, Juan Bucheli, Akash Doshi, June Namgoong, Taesang Yoo, Ashwin Sampath, Joseph B. Soriaga

The transformer model attends to the regions that are relevant for path loss prediction and, therefore, scales efficiently to maps of different size.

"Machine LLRning": Learning to Softly Demodulate

no code implementations2 Jul 2019 Ori Shental, Jakob Hoydis

Soft demodulation, or demapping, of received symbols back into their conveyed soft bits, or bit log-likelihood ratios (LLRs), is at the very heart of any modern receiver.

Polynomial Linear Programming with Gaussian Belief Propagation

no code implementations9 Oct 2008 Danny Bickson, Yoav Tock, Ori Shental, Danny Dolev

Karmarkar's celebrated algorithm is known to be an instance of the log-barrier method using the Newton iteration.

Information Theory Information Theory E.5

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