Hossein Babaei, PhD.

A machine learning researcher about to receive his PhD.

Posts

I'll add more posts here.

Publications

Titan: Bringing the Deep Image Prior to Implicit Representations
Lorenzo Luzi, Daniel LeJeune, Ali Siahkoohi, Sina Alemohammad, Vishwanath Saragadam, Hossein Babaei, Naiming Liu, Zichao Wang, Richard G Baraniuk
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2024
Self-Consuming Generative Models Go MAD
Sina Alemohammad, Josue Casco-Rodriguez, Lorenzo Luzi, Ahmed Imtiaz Humayun, Hossein Babaei, Daniel LeJeune, Ali Siahkoohi, Richard Baraniuk
The Twelfth International Conference on Learning Representations (ICLR)
2024
Covariate Balancing Methods for Randomized Controlled Trials Are Not Adversarially Robust
Hossein Babaei, Sina Alemohammad, Richard G Baraniuk
IEEE Transactions on Neural Networks and Learning Systems
2023
NFT-K: Non-Fungible Tangent Kernels
Sina Alemohammad, Hossein Babaei, CJ Barberan, Naiming Liu, Lorenzo Luzi, Blake Mason, Richard G Baraniuk
IEEE Transactions on Neural Networks and Learning Systems
2022
Wearing a mask: Compressed representations of variable-length sequences using recurrent neural tangent kernels
Sina Alemohammad, Hossein Babaei, Randall Balestriero,Matt Cheung, Ahmed Imtiaz Humayun, Daniel LeJeune, Naiming Liu, Lorenzo Luzi, Jasper Tan, Zichao Wang, Richard G Baraniuk
IEEE Transactions on Neural Networks and Learning Systems
2022
A novel algorithm for early detection of junctional ectopic tachycardia in patients with congenital hear disease
Hossein Babaei, Souptik Barua, R.Patel, Yanwan Dai, Ahmed Imtiaz Humayun, Mario Paciuc, McKell Stauffer, V.Gagne, Craig Rusin, Parag Jain
Pediatric Critical Care Medicine 22
2021
A Data-Driven Framework for Pediatric Cardiac Arrhythmia Detection
Hossein Babaei,Yanwan Dai, Ahmed Imtiaz Humayun, Mario Paciuc,McKell Stauffer
Heart
2019

Projects

A list of projects.

About Me

I'm about to graduate from my PhD. program in Electrical and Computer Engineering, Rice university. Curiosity is my main drive and has led to exploration of causal inference, machine learning, and then foundation models for sequential data analysis.

Contact

Believe it or not, I actually respond to emails! Feel free to reach out to me on my socials listed on the bottom left.