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Navjot Singh
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Comparison of Accuracy and Scalability of Gauss--Newton and Alternating Least Squares for CANDECOMC/PARAFAC Decomposition
N Singh, L Ma, H Yang, E Solomonik
SIAM Journal on Scientific Computing 43 (4), C290-C311, 2021
15*2021
Distributed-Memory Tensor Completion for Generalized Loss Functions in Python using New Sparse Tensor Kernels
N Singh, Z Zhang, X Wu, N Zhang, S Zhang, E Solomonik
arXiv preprint arXiv:1910.02371v3, 2021
82021
MTC: Multiresolution Tensor Completion from Partial and Coarse Observations
C Yang, N Singh, C Xiao, C Qian, E Solomonik, J Sun
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
42021
Alternating Mahalanobis Distance Minimization for Stable and Accurate CP Decomposition
N Singh, E Solomonik
arXiv preprint arXiv:2204.07208, 2022
2022
Augmented Tensor Decomposition with Stochastic Optimization
C Yang, C Qian, N Singh, C Xiao, MB Westover, E Solomonik, J Sun
arXiv preprint arXiv:2106.07900, 2021
2021
Parallel Gauss-Newton method for CP decomposition
N Singh
2020
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