Skip to content
View haihabi's full-sized avatar

Highlights

  • Pro

Block or report haihabi

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
haihabi/README.md

Hai Victor Habi – Ph.D. Student | Signal Processing & Machine Learning

Welcome! I am a Ph.D. student in the School of Electrical and Computer Engineering (ECE) at Tel Aviv University, advised by Professor Hagit Messer (Tel Aviv University) and Professor Yoram Bresler (University of Illinois Urbana-Champaign).

Research Interests

My research lies at the intersection of statistical signal processing and deep learning, with a particular emphasis on generative modeling. I am developing innovative approaches for deriving estimation performance bounds directly from data, contributing to both the theoretical and practical understanding of estimation problems. Additionally, I leverage theoretical tools from statistical signal processing to design efficient inference methods, enabling the deployment of deep neural networks on edge devices.

⚙️ GitHub Analytics

📫 Contact & Links

Website Google Scholar LinkedIn Email


Feel free to explore my projects or reach out regarding collaborations in statistical signal processing, deep learning, or efficient inference of AI systems!

Pinned Loading

  1. SonySemiconductorSolutions/mct-model-optimization SonySemiconductorSolutions/mct-model-optimization Public

    Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers a…

    Python 409 73

  2. sony-si/ai-research sony-si/ai-research Public

    Python 48 16

  3. PyNNcml PyNNcml Public

    Library for rain estimation and detection built with PyTorch. This library provides an implementation of algorithms for extracting rain-rate using data from commercial microwave links (CMLs). Addin…

    Python 12 10

  4. GeneticNAS GeneticNAS Public

    The genetic neural architecture search (GeneticNAS) is a neural architecture search method that is based on genetic algorithm which utilized weight sharing across all candidate network.

    Python 29 3

  5. GenerativeCRB GenerativeCRB Public

    This repository contains a python package that computes the Generative Cram'er-Rao Bound given a Conditional Normalizing Flow. In addition, this repository contains a set of four examples of variou…

    Python 4

  6. Learned-BCRB Learned-BCRB Public

    This repository contains a python package that computes the Learned Bayesian Cram'er-Rao Bound given a Conditional Normalizing Flow. In addition, this repository contains a set of examples of vario…

    Python 3 1