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Asynchronous Randomized Trace Estimation.

, , , , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 4294-4302. PMLR, (2024)

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Sampling and multilevel coarsening algorithms for fast matrix approximations., and . Numer. Linear Algebra Appl., (2019)Projection techniques to update the truncated SVD of evolving matrices with applications., , , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 5236-5246. PMLR, (2021)Spectrum-adapted Polynomial Approximation for Matrix Functions., , , and . ICASSP, page 4933-4937. IEEE, (2019)Sparse Graph Based Sketching for Fast Numerical Linear Algebra., , , , , and . ICASSP, page 3255-3259. IEEE, (2021)Topological data analysis on noisy quantum computers., , , , , , , , and . ICLR, OpenReview.net, (2024)On Quantum Algorithms for Random Walks in the Nonnegative Quarter Plane., , , and . SIGMETRICS Perform. Evaluation Rev., 50 (2): 42-44 (August 2022)Multilabel Classification by Hierarchical Partitioning and Data-dependent Grouping., , , and . NeurIPS, (2020)Towards Quantum Advantage on Noisy Quantum Computers., , , , , , , , and . CoRR, (2022)Find the dimension that counts: Fast dimension estimation and Krylov PCA., , and . SDM, page 720-728. SIAM, (2019)Accelerating Matrix Trace Estimation by Aitken's Δ2 Process., , , and . ICASSP, page 1-5. IEEE, (2023)