Publications:
- Alemohammad, S., Babaei, H., Barberan, C.J., Liu, N., Luzi, L., Mason, B. and Baraniuk, R.G., 2022. NFT-K: Non-Fungible Tangent Kernels. In ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 3798-3802). IEEE.
- Barberan, C.J., Alemohammad, S., Liu, N., Balestriero, R. and Baraniuk, R.G., 2022. NeuroView-RNN: It’s About Time. arXiv preprint arXiv:2202.11811.
- Babaei, H., Alemohammad, S. and Baraniuk, R., 2021. Covariate Balancing Methods for Randomized Controlled Trials Are Not Adversarially Robust. arXiv preprint arXiv:2110.13262.
- Alemohammad, S., Balestriero, R., Wang, Z., and Baraniuk, R., 2020. Scalable Neural Tangent Kernel of Recurrent Architectures. arXiv preprint arXiv:2012.04859.
- Alemohammad, S., Babaei, H., Balestriero, R., Cheung, M.Y., Humayun, A.I., LeJeune, D., Liu, N., Luzi, L., Tan, J., Wang, Z. and Baraniuk, R.G., 2020. Wearing a MASK: Compressed Representations of Variable-Length Sequences Using Recurrent Neural Tangent Kernels. arXiv preprint arXiv:2010.13975.
- Alemohammad, S., Wang, Z., Balestriero, R. and Baraniuk, R., 2020. The Recurrent Neural Tangent Kernel. arXiv preprint arXiv:2006.10246.
- Alemohammad, S. and Amini, A., 2019, July. One-Bit Compressed Sensing Using Smooth Measure of ℓ 0 Norm. In 2019 13th International conference on Sampling Theory and Applications (SampTA) (pp. 1-4). IEEE.
- Esmaeili, A., Behdin, K., Alemohammad,S. and Marvasti, F., 2018. Recovering quantized data with missing information using bilinear factorization and augmented Lagrangian method. arXiv preprint arXiv:1810.03222.
Internships:
- Laboratory for Bioinformatics and Computational Biology at Hong Kong University of Science and Technology, June – August 2018.
Invited Talkes:
- “One-Bit Compressed Sensing Using Smooth Measure of ℓ 0 Norm,” 13th International conference on Sampling Theory and Applications (SampTA), University of Bordeaux, France.
Poster Presentations:
- “Neural Tangent Kernel for Recurrent Neural Networks,” Deepmath 2020.