30 problems
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Strict subadditivity conjecture for the Gaussian scaling function
Let be the tensor rank, let be a trace-invariant, and let denote the number of pure conne…
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Melonic large- limit for irreducible tensor representations
Irreducible-representation melonic conjecture. Any irreducible tensor representation of or can support a melonic large limit.
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Regularization conjecture for sparse random tensors
Let involve Bernoulli random tensor entries, and let denote the degree of a tuple , namely … Assume…
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Universality conjecture for melonic integrals
Let be melonic, -coloured graphs, and write . Define … For positive integers , let … Here is the -th Pochhammer symbo…
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Strong cumulant conjecture for melonic rank-three tensor graphs
Let be melonic, connected -coloured graphs, with . Define … For each , let satisfy . Strong conjecture. … The right…
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Universality of eigenvalue distributions for random tensors with norm-dependent eigenvector distributions
The paper considers real eigenpairs of a real antisymmetric tensor of order and dimension , consisting of a real eigenvalue and orthonormal -dimensional real eigenvec…
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Connectivity conjecture for solutions 1 and 3 in the Franz–Parisi analysis
The probe and reference systems are parametrized by inverse temperatures and , an overlap parameter , and solution branches labeled solution 1 and solution 3. T…
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Large factorization conjecture for Gaussian random tensors
Large factorization conjecture. The large factorization property should hold for the simplest case of a Gaussian random tensor.
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Isotropy conjecture for centered orthogonally invariant tensors
Isotropy conjecture. The tensor is isotropic.
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Generalized limiting spectral theorem under asymptotic orthogonality
Let and consider the setting of Theorem, including Assumption, except that the orthogonality condition between \hat\pmb v_i and \hat\pmb v_j for i…
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Convergence of summary statistics for maximum likelihood critical points
Let (\hat\gamma_1\hat\pmb v_1,\dots,\hat\gamma_r\hat\pmb v_r) be critical points of the likelihood, with summary statistics consisting of…
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Conjecture that the first variance parameter controls the injective norm
Let be a symmetric jointly Gaussian tensor with mean zero, and let denote the first parameter in the paper's variance-…
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Conjectured type-2 constant bound for random tensors
Let be the Type- constant for , and let depend only on and . Conjectured type-2 bound. One has … Moreover, the stronger i…
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Conjecture on compatibility minimizers and pure connected components
Let , and let be the nonnegative quantity whose vanishing characterizes the relevant compatible configurations. For a permutation o…
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Conjecture on the limiting behavior of the largest random tensor eigenvalue
Let be the large- exponent governing the size density of eigenvalues, with its roots displayed in Fig. 1 for the relevant values of the rescaled noise parameter. Largest-…
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The infinite-bond-dimension convergence conjecture for Gaussian matrix product states
Gaussian MPS convergence conjecture. As the bond dimension increases, the normalized injective norm of the Gaussian MPS converges to that of the corresponding Gaussian tensor:
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The real-complex Gaussian injective norm asymptotic equivalence conjecture
Real-complex asymptotic equivalence conjecture. The asymptotic limits of the injective norms of corresponding real and complex Gaussian tensors are identical.
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The inverse-square-root finite-dimension correction conjecture for Gaussian tensor injective norms
Inverse-square-root correction conjecture. The first correction term to the asymptotic injective norm is of order .
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Maximal entanglement conjecture for maximally degree-of-freedom states
Let be a state in the entangled regime with and . Assume that tensors satisfying saturate the number of degrees of freedom,…
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Global optimality of the high-SNR local optimum in asymmetric spiked tensors
Consider an asymmetric spiked tensor maximum-likelihood problem with signal-to-noise ratio . Let be the tuple associat…
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Uniqueness of the high-SNR local optimum for asymmetric spiked tensors
Consider an asymmetric spiked tensor maximum-likelihood problem with signal-to-noise ratio . Let denote the tuple asso…
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Critical signal-to-noise threshold for global maxima in asymmetric spiked tensors
Let be an asymmetric spiked tensor with signal-to-noise ratio , and let the maximum-likelihood problem be the optimization problem in Eq. (objective).…
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Bryson–Vershynin–Zhao's optimal dimension-growth conjecture for the random tensor model
Let be the sample covariance matrix of independent copies of a random vector following the random te…
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Near-optimal Hilbert-cube points are close to binary points
Let have independent entries distributed as , and let denote the binary and Hilbert-…
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The Hilbert-cube Overlap Gap Property conjecture for even p-spin tensors
Hilbert-cube OGP conjecture. For every even , there exist and such that satisfies the OGP with domain ,…