Hossein Babaei

According to our database, Hossein Babaei authored at least 9 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

W4S4: WaLRUS Meets S4 for Long-Range Sequence Modeling.

Hossein Babaei, Mel White, Richard G. Baraniuk

CoRR, June, 2025

WaLRUS: Wavelets for Long-range Representation Using SSMs.

Hossein Babaei, Mel White, Sina Alemohammad, Richard G. Baraniuk

CoRR, May, 2025

SaFARi: State-Space Models for Frame-Agnostic Representation.

Hossein Babaei, Mel White, Sina Alemohammad, Richard G. Baraniuk

Trans. Mach. Learn. Res., 2025

WaLRUS: Wavelets for Long range Representation Using State Space Methods.

Hossein Babaei, Mel White, Sina Alemohammad, Richard G. Baraniuk

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Covariate Balancing Methods for Randomized Controlled Trials Are Not Adversarially Robust.

Hossein Babaei, Sina Alemohammad, Richard G. Baraniuk

IEEE Trans. Neural Networks Learn. Syst., April, 2024

Self-Consuming Generative Models Go MAD.

Sina Alemohammad, Josue Casco-Rodriguez, Lorenzo Luzi, Ahmed Imtiaz Humayun, Hossein Babaei, Daniel LeJeune, Ali Siahkoohi, Richard G. Baraniuk

Proceedings of the Twelfth International Conference on Learning Representations, 2024

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

Proceedings of the IEEE International Conference on Acoustics, 2024

2022

NFT-K: Non-Fungible Tangent Kernels.

Sina Alemohammad, Hossein Babaei, C. J. Barberan, Naiming Liu, Lorenzo Luzi, Blake Mason, Richard G. Baraniuk

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Wearing A Mask: Compressed Representations of Variable-Length Sequences Using Recurrent Neural Tangent Kernels.

Sina Alemohammad, Hossein Babaei, Randall Balestriero, Matt Y. Cheung, Ahmed Imtiaz Humayun, Daniel LeJeune, Naiming Liu, Lorenzo Luzi, Jasper Tan, Zichao Wang, Richard G. Baraniuk

Proceedings of the IEEE International Conference on Acoustics, 2021