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Osman Asif Malik
Osman Asif Malik
Encube Technologies
Zweryfikowany adres z getencube.com - Strona główna
Tytuł
Cytowane przez
Cytowane przez
Rok
Low-Rank Tucker Decomposition of Large Tensors Using TensorSketch
OA Malik, S Becker
Advances in Neural Information Processing Systems, 10096-10106, 2018
1392018
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
632023
A Sampling-Based Method for Tensor Ring Decomposition
OA Malik, S Becker
International Conference on Machine Learning, 7400-7411, 2021
382021
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
382021
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
252020
Fast randomized matrix and tensor interpolative decomposition using CountSketch
OA Malik, S Becker
Advances in Computational Mathematics 46 (6), 1-28, 2020
232020
More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees
OA Malik
International Conference on Machine Learning, 14887-14917, 2022
202022
Bi-fidelity Variational Auto-encoder for Uncertainty Quantification
N Cheng, OA Malik, S De, S Becker, A Doostan
arXiv preprint arXiv:2305.16530, 2023
92023
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
9*2019
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
Advances in Neural Information Processing Systems 36, 47874-47901, 2023
82023
Binary matrix factorization on special purpose hardware
OA Malik, H Ushijima-Mwesigwa, A Roy, A Mandal, I Ghosh
Plos one 16 (12), e0261250, 2021
82021
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
62022
Distributed-Memory Randomized Algorithms for Sparse Tensor CP Decomposition
V Bharadwaj, OA Malik, R Murray, A Buluç, J Demmel
Proceedings of the 36th ACM Symposium on Parallelism in Algorithms and …, 2024
42024
Subsampling of Parametric Models with Bifidelity Boosting
N Cheng, OA Malik, Y Xu, S Becker, A Doostan, A Narayan
SIAM/ASA Journal on Uncertainty Quantification 12 (2), 213-241, 2024
32024
Sampling-Based Decomposition Algorithms for Arbitrary Tensor Networks
OA Malik, V Bharadwaj, R Murray
arXiv preprint arXiv:2210.03828, 2022
32022
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
32022
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
22021
Randomization of approximate bilinear computation for matrix multiplication
OA Malik, S Becker
International Journal of Computer Mathematics: Computer Systems Theory 6 (1 …, 2021
22021
Efficient leverage score sampling for tensor train decomposition
V Bharadwaj, B Toloueirakhshan, OA Malik, G Rabusseau
Advances in Neural Information Processing Systems 37, 73726-73744, 2024
12024
Learning Physics for Unveiling Hidden Earthquake Ground Motions via Conditional Generative Modeling
P Ren, R Nakata, M Lacour, I Naiman, N Nakata, J Song, Z Bi, OA Malik, ...
arXiv preprint arXiv:2407.15089, 2024
12024
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