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20232026
most citedUniversal tester for multiple independence testing and classical-quantum arbitrarily varying multiple access channel

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quant-ph2025

Quantum Information Ordering and Differential Privacy

Naqueeb Ahmad Warsi, Ayanava Dasgupta, Masahito Hayashi

We study quantum differential privacy (QDP) by defining a notion of the order of informativeness between two pairs of quantum states. In particular, we show that if the hypothesis…

quant-ph2025

Generalization Bounds for Quantum Learning via Rényi Divergences

Naqueeb Ahmad Warsi, Ayanava Dasgupta, Masahito Hayashi

This work advances the theoretical understanding of quantum learning by establishing a new family of upper bounds on the expected generalization error of quantum learning algorithm…