Dimension-Free Polylogarithmic Quantum Shadow Tomography
The paper develops two protocols for shadow tomography to estimate multiple observables from a quantum state using a dimension-independent sample complexity of O log(M) log(M/δ) ε^2. This means the required number of copies needed to get an accurate estimate does not depend on the size of the quantum system, providing an exponential improvement over previous bounds.