A new generalized thresholding algorithm for inverse problems with sparsity constraints. - Sergey Voronin; Rick Chartrand (ICASSP, 2013)

A CUR Factorization Algorithm based on the Interpolative Decomposition. - Sergey Voronin; Per-Gunnar Martinsson (CoRR, 2014)

RSVDPACK: Subroutines for computing partial singular value decompositions via randomized sampling on single core, multi core, and GPU architectures. - Sergey Voronin; Per-Gunnar Martinsson (CoRR, 2015)

Randomized Matrix Decompositions using R. - N. Benjamin Erichson; Sergey Voronin; Steven L. Brunton; J. Nathan Kutz (CoRR, 2016)

A Randomized Blocked Algorithm for Efficiently Computing Rank-revealing Factorizations of Matrices. - Per-Gunnar Martinsson; Sergey Voronin (SIAM J. Sci. Comput., 2016)

Efficient algorithms for cur and interpolative matrix decompositions. - Sergey Voronin; Per-Gunnar Martinsson (Adv. Comput. Math., 2017)

Multi-resolution classification techniques for PTSD detection from audio interviews. - Sergey Voronin; Lemin Xiao; Gang Mei; Roger Xu (ISSPIT, 2018)

Multi-Stage Image Restoration in High Noise and Blur Settings. - Sergey Voronin (Comput. Inf. Sci., 2019)

Clustering and presorting for parallel burrows wheeler-based compression. - Sergey Voronin; Eugene Borovikov; Raqibul Hasan (Int. J. Model. Simul. Sci. Comput., 2021)