Osman Asif Malik

30 papers A* 5A 1B 1Journal 22Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Fast algorithms for least squares problems with Kronecker lower subsets. J. Sci. Comput. Osman Asif Malik, Yiming Xu, Nuojin Cheng, Stephen Becker, Alireza Doostan, Akil Narayan
2024	B	`conf`	Distributed-Memory Randomized Algorithms for Sparse Tensor CP Decomposition. SPAA Vivek Bharadwaj, Osman Asif Malik, Riley Murray, Aydin Buluç, James Demmel
2024	A*	`conf`	Efficient Leverage Score Sampling for Tensor Train Decomposition. NeurIPS Vivek Bharadwaj, Beheshteh T. Rakhshan, Osman Asif Malik, Guillaume Rabusseau
2024	J	`jnl`	Efficient Leverage Score Sampling for Tensor Train Decomposition. CoRR Vivek Bharadwaj, Beheshteh T. Rakhshan, Osman Asif Malik, Guillaume Rabusseau
2024	J	`jnl`	Learning Physics for Unveiling Hidden Earthquake Ground Motions via Conditional Generative Modeling. CoRR Pu Ren, Rie Nakata, Maxime Lacour, Ilan Naiman, Nori Nakata, Jialin Song, Zhengfa Bi, Osman Asif Malik, Dmitriy Morozov, Omri Azencot, N. Benjamin Erichson, Michael W. Mahoney
2024	J	`jnl`	Subsampling of Parametric Models with Bifidelity Boosting. SIAM/ASA J. Uncertain. Quantification Nuojin Cheng, Osman Asif Malik, Yiming Xu, Stephen Becker, Alireza Doostan, Akil Narayan
2023	J	`jnl`	Bi-fidelity Variational Auto-encoder for Uncertainty Quantification. CoRR Nuojin Cheng, Osman Asif Malik, Stephen Becker, Alireza Doostan
2023	J	`jnl`	Construction of Hierarchically Semi-Separable matrix Representation using Adaptive Johnson-Lindenstrauss Sketching. CoRR Yotam Yaniv, Osman Asif Malik, Pieter Ghysels, Xiaoye S. Li
2023	A*	`conf`	Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition. NeurIPS Vivek Bharadwaj, Osman Asif Malik, Riley Murray, Laura Grigori, Aydin Buluç, James Demmel
2023	J	`jnl`	Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition. CoRR Vivek Bharadwaj, Osman Asif Malik, Riley Murray, Laura Grigori, Aydin Buluç, James Demmel
2023	J	`jnl`	Randomized Numerical Linear Algebra : A Perspective on the Field With an Eye to Software. CoRR Riley Murray, James Demmel, Michael W. Mahoney, N. Benjamin Erichson, Maksim Melnichenko, Osman Asif Malik, Laura Grigori, Piotr Luszczek, Michal Derezinski, Miles E. Lopes, Tianyu Liang, Hengrui Luo, Jack J. Dongarra
2023	J	`jnl`	rBahadur: efficient simulation of structured high-dimensional genotype data with applications to assortative mating. BMC Bioinform. Richard Border, Osman Asif Malik
2022	J	`jnl`	Distributed-Memory Randomized Algorithms for Sparse Tensor CP Decomposition. CoRR Vivek Bharadwaj, Osman Asif Malik, Riley Murray, Aydin Buluç, James Demmel
2022	J	`jnl`	Fast Algorithms for Monotone Lower Subsets of Kronecker Least Squares Problems. CoRR Osman Asif Malik, Yiming Xu, Nuojin Cheng, Stephen Becker, Alireza Doostan, Akil Narayan
2022	A*	`conf`	More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees. ICML Osman Asif Malik
2022	J	`jnl`	Quadrature Sampling of Parametric Models with Bi-fidelity Boosting. CoRR Nuojin Cheng, Osman Asif Malik, Yiming Xu, Stephen Becker, Alireza Doostan, Akil Narayan
2022	J	`jnl`	Sampling-Based Decomposition Algorithms for Arbitrary Tensor Networks. CoRR Osman Asif Malik, Vivek Bharadwaj, Riley Murray
2021	A*	`conf`	A Sampling-Based Method for Tensor Ring Decomposition. ICML Osman Asif Malik, Stephen Becker
2021	A	`conf`	Dynamic Graph Convolutional Networks Using the Tensor M-Product. SDM Osman Asif Malik, Shashanka Ubaru, Lior Horesh, Misha E. Kilmer, Haim Avron
2021	J	`jnl`	More Efficient Sampling for Tensor Decomposition. CoRR Osman Asif Malik
2021	J	`jnl`	Randomization of approximate bilinear computation for matrix multiplication. Int. J. Comput. Math. Comput. Syst. Theory Osman Asif Malik, Stephen Becker
2021	—	`conf`	Superresolution Photoacoustic Tomography Using Random Speckle Illumination and Second Order Moments. WASPAA Osman Asif Malik, Venkatalakshmi Vyjayanthi Narumanchi, Stephen Becker, Todd W. Murray
2020	J	`jnl`	A Sampling Based Method for Tensor Ring Decomposition. CoRR Osman Asif Malik, Stephen Becker
2020	J	`jnl`	Binary Matrix Factorization on Special Purpose Hardware. CoRR Osman Asif Malik, Hayato Ushijima-Mwesigwa, Arnab Roy, Avradip Mandal, Indradeep Ghosh
2020	J	`jnl`	Fast randomized matrix and tensor interpolative decomposition using CountSketch. Adv. Comput. Math. Osman Asif Malik, Stephen Becker
2019	J	`jnl`	Fast Randomized Matrix and Tensor Interpolative Decomposition Using CountSketch. CoRR Osman Asif Malik, Stephen Becker
2019	J	`jnl`	Guarantees for the Kronecker Fast Johnson-Lindenstrauss Transform Using a Coherence and Sampling Argument. CoRR Osman Asif Malik, Stephen Becker
2019	J	`jnl`	Randomization of Approximate Bilinear Computation for Matrix Multiplication. CoRR Osman Asif Malik, Stephen Becker
2019	J	`jnl`	Tensor Graph Convolutional Networks for Prediction on Dynamic Graphs. CoRR Osman Asif Malik, Shashanka Ubaru, Lior Horesh, Misha E. Kilmer, Haim Avron
2018	A*	`conf`	Low-Rank Tucker Decomposition of Large Tensors Using TensorSketch. NeurIPS Osman Asif Malik, Stephen Becker