3 problems
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Effective-dimension conjecture for the number of meta-stable clusters
Let denote the parameter governing the clustering scale, and suppose that for a general matrix the particles rapidly converge to a lower-dimensional subspace spanned by…
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One-cluster convergence conjecture for causal attention with a multidimensional dominant eigenspace
Let and be arbitrary matrices, and let be a matrix whose largest eigenvalue is real, with eigenspace satisfying . Assume…
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Two-cluster convergence conjecture for causal transformer dynamics with simple dominant eigendirection
Let and be arbitrary matrices, and let be diagonalizable with different positive real eigenvalues. Denote its largest eigenvalue by , and let …