Solomonik, Edgar

1. Pareto-Efficient Quantum Circuit Simulation Using Tensor Contraction Deferral
   2017/10/16 by Edwin Pednault, Pednault, Edwin, John A. Gunnels +15 · 3 voices · 2 citations
   Physics and Astronomy · #FOS: Physical sciences #Quantum Physics (quant-ph) #quant-ph
2. Cost-efficient Gaussian Tensor Network Embeddings for Tensor-structured Inputs
   2022/05/26 by Linjian Ma, Ma, Linjian, Edgar Solomonik +1 · 3 citations
   Computer Science · Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Parallel Computing and Optimization Techniques #Tensor decomposition and applications
3. Scaling betweenness centrality using communication-efficient sparse matrix multiplication
   2016/09/22 by Solomonik, Edgar, Besta, Maciej, Vella, Flavio +1 · 1 citation
   #Discrete Mathematics (cs.DM) #Distributed #FOS: Computer and information sciences #G.1.0 #G.2.2 #Mathematical Software (cs.MS) #Parallel #and Cluster Computing (cs.DC)
4. Histogram Sort with Sampling
   2018/03/03 by Harsh, Vipul, Kale, Laxmikant, Solomonik, Edgar · 1 citation
   #Data Structures and Algorithms (cs.DS) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
5. Application Performance Modeling via Tensor Completion
   2022/10/18 by Edward Hutter, Edgar Solomonik, Hutter, Edward +1 · 2 citations
   Mathematics · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Performance (cs.PF) #Tensor decomposition and applications #and Cluster Computing (cs.DC)
6. Comparison of Accuracy and Scalability of Gauss-Newton and Alternating Least Squares for CP Decomposition
   2019/10/27 by Singh, Navjot, Ma, Linjian, Yang, Hongru +1 · 1 citation
   #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Numerical Analysis (math.NA) #Parallel #and Cluster Computing (cs.DC)
7. Automatic transformation of irreducible representations for efficient contraction of tensors with cyclic group symmetry
   2020/07/16 by Yang Gao, Phillip Helms, Gao, Yang +5 · 1 citation
   Physics and Astronomy · Computer Science · #Quantum many-body systems #Parallel Computing and Optimization Techniques #Physics of Superconductivity and Magnetism
8. Accelerating Alternating Least Squares for Tensor Decomposition by Pairwise Perturbation
   2018/11/26 by Ma, Linjian, Solomonik, Edgar · 1 citation
   #FOS: Mathematics #Numerical Analysis (math.NA)
9. Distributed-Memory Tensor Completion for Generalized Loss Functions in Python using New Sparse Tensor Kernels
   2019/10/06 by Navjot Singh, Singh, Navjot, Zecheng Zhang +9 · 1 citation
   Mathematics · Computer Science · #Tensor decomposition and applications #Parallel Computing and Optimization Techniques #Computational Physics and Python Applications
10. Efficient parallel CP decomposition with pairwise perturbation and multi-sweep dimension tree
    2020/10/22 by Linjian Ma, Edgar Solomonik, Ma, Linjian +1 · 1 citation
    Computer Science · Mathematics · #Algorithms and Data Compression #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Numerical Analysis (math.NA) #Parallel #Parallel Computing and Optimization Techniques #Tensor decomposition and applications #and Cluster Computing (cs.DC)