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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
20*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
152021
ATD: Augmenting CP tensor decomposition by self supervision
C Yang, C Qian, N Singh, CD Xiao, M Westover, E Solomonik, J Sun
Advances in neural information processing systems 35, 32039-32052, 2022
52022
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
52021
Alternating Mahalanobis Distance Minimization for Accurate and Well-Conditioned CP Decomposition
N Singh, E Solomonik
SIAM Journal on Scientific Computing 45 (6), A2781-A2812, 2023
2023
Parallel Gauss-Newton method for CP decomposition
N Singh
University of Illinois at Urbana-Champaign, 2020
2020
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Articles 1–6