Yonina C. Eldar

Joined

May 2022

Names

Yonina C. Eldar (Preferred)

Emails

****@weizmann.ac.il (Confirmed)

Personal Links

Career & Education History

Full Professor

Weizmann Institute of Science (weizmann.ac.il)

2002 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

signal processing

Present

Publications

SGD-Based Knowledge Distillation with Bayesian Teachers: Theory and Guidelines
Itai Morad, Nir Shlezinger, Yonina C. Eldar
- ICLR 2026 Poster
- Readers: Everyone
Efficient Convolutional Forward Modeling and Sparse Coding in Multichannel Imaging
Han Wang, Yhonatan Kvich, Eduardo Pérez, Florian Römer, Yonina C. Eldar
- EUSIPCO 2024
- Readers: Everyone
Unrolled denoising networks provably learn to perform optimal Bayesian inference
Aayush Karan, Kulin Shah, Sitan Chen, Yonina C. Eldar
- NeurIPS 2024 poster
- Readers: Everyone
Real-Time Quantitative Ultrasound and Radar Knowledge-Based Medical Imaging
Tom Sharon, Hila Naaman, Yonathan Eder, Yonina C. Eldar
- Published: 28 Apr 2023, Last Modified: 13 Jun 2023
- MIDL 2023 Short paper track Poster
- Readers: Everyone
FlowStep3D: Model Unrolling for Self-Supervised Scene Flow Estimation
Yair Kittenplon, Yonina C. Eldar, Dan Raviv
- 05 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Generalization and Estimation Error Bounds for Model-based Neural Networks
Avner Shultzman, Eyar Azar, Miguel R. D. Rodrigues, Yonina C. Eldar
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
BiTAT: Neural Network Binarization with Task-Dependent Aggregated Transformation
Geon Park, Jaehong Yoon, Haiyang Zhang, Xing Zhang, Sung Ju Hwang, Yonina C. Eldar
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone

Co-Authors