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Osman Asif Malik
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Cited by
Year
Low-Rank Tucker Decomposition of Large Tensors Using TensorSketch
OA Malik, S Becker
Advances in Neural Information Processing Systems, 10096-10106, 2018
862018
Guarantees for the Kronecker Fast Johnson–Lindenstrauss Transform Using a Coherence and Sampling Argument
OA Malik, S Becker
Linear Algebra and its Applications 602, 120-137, 2020
212020
A Sampling-Based Method for Tensor Ring Decomposition
OA Malik, S Becker
International Conference on Machine Learning, 7400-7411, 2021
172021
Dynamic Graph Convolutional Networks Using the Tensor M-Product
OA Malik, S Ubaru, L Horesh, ME Kilmer, H Avron
SIAM International Conference on Data Mining (SDM), 729-737, 2021
14*2021
Fast randomized matrix and tensor interpolative decomposition using CountSketch
OA Malik, S Becker
Advances in Computational Mathematics 46 (6), 1-28, 2020
142020
More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees
OA Malik
International Conference on Machine Learning, 14887-14917, 2022
9*2022
Binary matrix factorization on special purpose hardware
OA Malik, H Ushijima-Mwesigwa, A Roy, A Mandal, I Ghosh
Plos one 16 (12), e0261250, 2021
62021
Tensor Graph Neural Networks for Learning on Time Varying Graphs
OA Malik, S Ubaru, L Horesh, ME Kilmer, H Avron
NeurIPS Workshop on Graph Representation Learning, 2019
62019
Fast Algorithms for Monotone Lower Subsets of Kronecker Least Squares Problems
OA Malik, Y Xu, N Cheng, S Becker, A Doostan, A Narayan
arXiv preprint arXiv:2209.05662, 2022
42022
Quadrature Sampling of Parametric Models with Bi-fidelity Boosting
N Cheng, OA Malik, Y Xu, S Becker, A Doostan, A Narayan
arXiv preprint arXiv:2209.05705, 2022
22022
Randomization of approximate bilinear computation for matrix multiplication
OA Malik, S Becker
International Journal of Computer Mathematics: Computer Systems Theory 6 (1†…, 2021
22021
Distributed-Memory Randomized Algorithms for Sparse Tensor CP Decomposition
V Bharadwaj, OA Malik, R Murray, A BuluÁ, J Demmel
arXiv preprint arXiv:2210.05105, 2022
12022
Sampling-Based Decomposition Algorithms for Arbitrary Tensor Networks
OA Malik, V Bharadwaj, R Murray
arXiv preprint arXiv:2210.03828, 2022
12022
Tensor-based predictions from analysis of time-varying graphs
L Horesh, OA Malik, S Ubaru, ME Kilmer, H Avron
US Patent 11,386,507, 2022
12022
Superresolution photoacoustic tomography using random speckle illumination and second order moments
OA Malik, VV Narumanchi, S Becker, TW Murray
2021 IEEE Workshop on Applications of Signal Processing to Audio and†…, 2021
12021
Randomized Numerical Linear Algebra: A Perspective on the Field With an Eye to Software
R Murray, J Demmel, MW Mahoney, NB Erichson, M Melnichenko, ...
arXiv preprint arXiv:2302.11474, 2023
2023
Construction of Hierarchically Semi-Separable matrix Representation using Adaptive Johnson-Lindenstrauss Sketching
Y Yaniv, OA Malik, P Ghysels, XS Li
arXiv preprint arXiv:2302.01977, 2023
2023
Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition
V Bharadwaj, OA Malik, R Murray, L Grigori, A Buluc, J Demmel
arXiv preprint arXiv:2301.12584, 2023
2023
Recent advances in sampling-based methods for tensor decomposition
OA Malik
2023 Joint Mathematics Meetings (JMM 2023), 2023
2023
Data clustering
OA Malik, H Ushijima, A Mandal, I Ghosh, A Roy
US Patent 11,537,637, 2022
2022
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