Nir Weinberger

Assistant Professor, Electrical Engineering Department, Technion – Israel Institute of Technology, Technion - Israel Institute of Technology

1 paper at NeurIPS 2025

Homepage· OpenReview· Semantic Scholar· Google Scholar

Poster Session 4

1 paper

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Bi-Directional Communication-Efficient Stochastic FL via Remote Source Generation

#804 · Maximilian Egger, Rawad Bitar, Antonia Wachter-Zeh, Nir Weinberger, Deniz Gunduz

We propose a stochastic federated learning framework with inherent communication regularization and principled compression via remote source generation. It achieves 5–32× communication savings underlined by theoretical guarantees.