5 problems
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Modular Johnson–Lindenstrauss flattening conjecture
Let be a unital C-algebra, let , and let and . Modular Johnson–Lindenstrauss flat…
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Avron–Maymounkov–Toledo conjecture on ORA for dimensionality reduction
Let be an orthogonal repeated averaging (ORA) process of length on , formed by repeatedly applying random coordinate-plane averaging rotations. Avro…
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Oliveira's conjecture on Kac-walk Johnson–Lindenstrauss transforms
Let be a Kac walk on , and let the target dimension be , corresponding to the -Stiefel manifold in d…
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Ailon–Chazelle conjecture on the Kac walk for Johnson–Lindenstrauss embeddings
Let be a Kac walk of length on , obtained by composing random coordinate-plane rotations. Given a set of points in and an error…
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Optimal dimension reduction bound for Euclidean point sets
Let denote the smallest such that every -point subset of can be embedded into with distortion at most . Dimension-r…