129 citations · 129 across the 2 of their papers we have counts for
2 papers
cs.LG2020
Reject Illegal Inputs with Generative Classifier Derived from Any Discriminative Classifier
Xin Wang
Generative classifiers have been shown promising to detect illegal inputs including adversarial examples and out-of-distribution samples. Supervised Deep Infomax~(SDIM) is a scalab…
quant-ph2019★ 129 cited
When does reinforcement learning stand out in quantum control? A comparative study on state preparation
Xiao-Ming Zhang, Zezhu Wei, Raza Asad +2
Reinforcement learning has been widely used in many problems, including quantum control of qubits. However, such problems can, at the same time, be solved by traditional, non-machi…