Sergey Voronin

1. A randomized blocked algorithm for efficiently computing rank-revealing\n factorizations of matrices
   2015/03/24 by Per‐Gunnar Martinsson, Martinsson, Per-Gunnar, Sergey Voronin +1 · 7 citations
   Computer Science · Engineering · #FOS: Mathematics #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
2. RSVDPACK: An implementation of randomized algorithms for computing the\n singular value, interpolative, and CUR decompositions of matrices on\n multi-core and GPU architectures
   2015/02/18 by Sergey Voronin, Per‐Gunnar Martinsson, Voronin, Sergey +1 · 2 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Mathematical Software (cs.MS) #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
3. An Iteratively Reweighted Least Squares Algorithm for Sparse Regularization
   2015/11/29 by Sergey Voronin, Voronin, Sergey, Ingrid Daubechies +1 · 1 citation
   Engineering · Mathematics · #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods in inverse problems #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques
4. Convolution based smooth approximations to the absolute value function with application to non-smooth regularization
   2014/08/28 by Sergey Voronin, Gorkem Ozkaya, Voronin, Sergey +3 · 1 citation
   Computer Science · Engineering · Mathematics · #FOS: Mathematics #Image and Signal Denoising Methods #Numerical Analysis (math.NA) #Numerical methods in inverse problems #Sparse and Compressive Sensing Techniques