Malik, Osman Asif

6 publications

NeurIPS 2024 Efficient Leverage Score Sampling for Tensor Train Decomposition Vivek Bharadwaj, Beheshteh T. Rakhshan, Osman Asif Malik, Guillaume Rabusseau

NeurIPS 2023 Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition Vivek Bharadwaj, Osman Asif Malik, Riley Murray, Laura Grigori, Aydin Buluc, James Demmel

ICML 2022 More Efficient Sampling for Tensor Decomposition with Worst-Case Guarantees Osman Asif Malik

ICML 2021 A Sampling-Based Method for Tensor Ring Decomposition Osman Asif Malik, Stephen Becker

ICLR 2020 Tensor Graph Convolutional Networks for Prediction on Dynamic Graphs Osman Asif Malik, Shashanka Ubaru, Lior Horesh, Misha E. Kilmer, Haim Avron

NeurIPS 2018 Low-Rank Tucker Decomposition of Large Tensors Using TensorSketch Osman Asif Malik, Stephen Becker