Research Interests

My research interests span the theory and practice of machine learning, more specifically, learning metric and graph embeddings, networks, and optimization. My research, aims to influences the computational complexity of various common learning methods by proposing computationally efficient approximation algorithms or attaining bounds for the hardness of approximation. 

Publications

( DBLP, Google Scholar )




B. Fan, D. Ihara , N. Mohammadi, F. Sgherzi, A. Sidiropoulos, M. Valizadeh
Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques (APPROX 2020)


D. Ihara , N. Mohammadi, A. Sidiropoulos
35th International Symposium on Computational Geometry (SoCG 2019)


A. Bose , N. Mohammadi, M. Soltanalian
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2018)

Contact

Email: nmoham24 at uic dot edu