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Optimal dependency of HHL (or any QLSP) algorithm on condition number $\kappa$

What is the best known lower bound on condition number? Costa et. la.[1] use the discrete adiabatic theorem to develop a quantum algorithm for solving linear systems with complexity strictly linear ...
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