Published multiple papers including 'Inverse Problem Sampling in Latent Space Using Sequential Monte Carlo', 'Few-Shot Speech Deepfake Detection Adaptation with Gaussian Processes', and more, presented at conferences such as ICML, Interspeech, BMVC, etc.
Research Experience
Worked as a Data Scientist at RSA for several years before obtaining an MSc degree.
Education
Ph.D. from Bar-Ilan University, supervised by Prof. Gal Chechik (CS department and NVIDIA) and Dr. Ethan Fetaya (EE department). MSc in Computer Science and BSc in Engineering, both with honors.
Background
A researcher at Sony Israel, focusing on producing research papers in machine learning. Interested in both theoretical and practical aspects of machine and deep learning across various domains, particularly in the probabilistic modeling approach. Recently working on probabilistic generative models and Bayesian deep learning.