ENTITY
Tyler's M-estimator
Tyler's M-estimator
PulseAugur coverage of Tyler's M-estimator — every cluster mentioning Tyler's M-estimator across labs, papers, and developer communities, ranked by signal.
Total · 30d
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2 over 90d
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Papers · 30d
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TIER MIX · 90D
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SENTIMENT · 30D
1 day(s) with sentiment data
RECENT · PAGE 1/1 · 2 TOTAL
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New theoretical guarantees for outlier-robust subspace recovery
Researchers have developed theoretical guarantees for the subspace-constrained Tyler's estimator (STE), a method for identifying low-dimensional subspaces in datasets with many outliers. The study demonstrates that STE …
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Tyler's M-estimator shows sharp phase transition in subspace recovery
Researchers have precisely defined the behavior of Tyler's M-estimator (TME) at a critical boundary in robust subspace recovery. This work establishes a sharp phase transition, proving TME converges to the true subspace…