40 citations · 92 across the 28 of their papers we have counts for
4 papers · 1 filter
Interactive Leakage Chain Rule for Quantum Min-entropy
Ching-Yi Lai, Kai-Min Chung
The leakage chain rule for quantum min-entropy quantifies the change of min-entropy when one party gets additional leakage about the information source. Herein we provide an intera…
Sample Efficient Algorithms for Learning Quantum Channels in PAC Model and the Approximate State Discrimination Problem
Kai-Min Chung, Han-Hsuan Lin
We generalize the PAC (probably approximately correct) learning model to the quantum world by generalizing the concepts from classical functions to quantum processes, defining the…
On the Algorithmic Power of Spiking Neural Networks
Chi-Ning Chou, Kai-Min Chung, Chi-Jen Lu
Spiking Neural Networks (SNN) are mathematical models in neuroscience to describe the dynamics among a set of neurons that interact with each other by firing instantaneous signals,…
Quantum Encryption and Generalized Quantum Shannon Impossibility
Ching-Yi Lai, Kai-Min Chung
The famous Shannon impossibility result says that any encryption scheme with perfect secrecy requires a secret key at least as long as the message. In this paper we provide its qua…