1 citations · 3 across the 4 of their papers we have counts for
4 papers
Efficient and Model-Agnostic Parameter Estimation Under Privacy-Preserving Post-randomization Data
Qinglong Tian, Jiwei Zhao
Protecting individual privacy is crucial when releasing sensitive data for public use. While data de-identification helps, it is not enough. This paper addresses parameter estimati…
ReTaSA: A Nonparametric Functional Estimation Approach for Addressing Continuous Target Shift
Hwanwoo Kim, Xin Zhang, Jiwei Zhao +1
The presence of distribution shifts poses a significant challenge for deploying modern machine learning models in real-world applications. This work focuses on the target shift pro…
ELSA: Efficient Label Shift Adaptation through the Lens of Semiparametric Models
Qinglong Tian, Xin Zhang, Jiwei Zhao
We study the domain adaptation problem with label shift in this work. Under the label shift context, the marginal distribution of the label varies across the training and testing d…
Quantum coherence of two-qubit over quantum channels with memory
You-neng Guo, Ke Zeng, Qing-long Tian +1
Using the axiomatic definition of the coherence measure, such as the norm and the relative entropy, we study the phenomena of two-qubit system quantum coherence through qua…