Standout Papers

Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix D... 2011 2026 2016 2021 1.8k
  1. Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions (2011)
    Nathan Halko, Per‐Gunnar Martinsson et al. SIAM Review

Immediate Impact

2 by Nobel laureates 20 from Science/Nature 56 standout
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Works of Nathan Halko being referenced

Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions
2011 Standout

Author Peers

Author Last Decade Papers Cites
Nathan Halko 713 595 371 2 2.0k
Steven T. Smith 403 355 383 19 2.0k
David Bau 428 465 289 18 2.4k
Mark Tygert 516 354 212 29 1.4k
Jih-Jie Chang 440 392 297 6 3.0k
P.-A. Absil 674 306 415 34 1.8k
Virginia Klema 359 283 191 15 2.6k
G. W. Stewart 337 266 255 37 1.9k
Bart Vandereycken 508 199 192 33 1.5k
Yifan Hu 334 518 473 57 2.2k
Henk van der Vorst 907 161 228 10 3.1k

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2026