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cs.DS2025
Learning DNF through Generalized Fourier Representations
Mohsen Heidari, Roni Khardon
The Boolean Fourier representation has been widely used in learning theory, particularly for learning Disjunctive Normal Form (DNF) under uniform and product distributions. Extendi…
quant-ph2025
Improved Classical Shadow Tomography Using Quantum Computation
Zahra Honjani, Mohsen Heidari
Classical shadow tomography (CST) involves obtaining enough classical descriptions of an unknown state via quantum measurements to predict the outcome of a set of quantum observabl…
cs.DB2025
Quantum Data Sketches
Qin Zhang, Mohsen Heidari
Recent advancements in quantum technologies, particularly in quantum sensing and simulation, have facilitated the generation and analysis of inherently quantum data. This progress…