6 problems
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Statistical-computational gap conjecture for estimating SST matrices
Let an SST matrix be a matrix satisfying the strong stochastic transitivity condition, and consider its estimation under the Frobenius norm. Statistical-computational gap conjectur…
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Improved constant conjecture for the Efron–Morris oracle inequality
Improved constant conjecture. The constant term can be replaced by ; that is, for every ,
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Conjecture that mismatched Bayes convergence holds without Wigner regularization
Let be the mismatched posterior, let be the planted signal, and let be the function defined by … Here…
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Extension of latent preference matrix estimation to asymmetric stochastic block models
The model consists of a stochastic block model (SBM) whose groups may have asymmetric connection probabilities; the quantity denotes the information parameter appearing in th…
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Tightness conjecture for singular-value thresholding on a worst-case anti-Monge matrix
Let , and let be the anti-Monge matrix constructed in the preceding proof, with and with low-rank approximation error of ord…
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The computational lower-bound conjecture for mixed membership stochastic block models
In a mixed membership stochastic block model with vertices and communities, the expected matrix has rank at most , and the information-theoretic lower bound for weak det…