Picture for Nana Liu

Nana Liu

Sample complexity of quantum hypothesis testing

Add code
Mar 26, 2024
Viaarxiv icon

ClimSim: An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators

Add code
Jun 16, 2023
Viaarxiv icon

Optimal Provable Robustness of Quantum Classification via Quantum Hypothesis Testing

Add code
Sep 21, 2020
Figure 1 for Optimal Provable Robustness of Quantum Classification via Quantum Hypothesis Testing
Figure 2 for Optimal Provable Robustness of Quantum Classification via Quantum Hypothesis Testing
Figure 3 for Optimal Provable Robustness of Quantum Classification via Quantum Hypothesis Testing
Figure 4 for Optimal Provable Robustness of Quantum Classification via Quantum Hypothesis Testing
Viaarxiv icon

Quantum noise protects quantum classifiers against adversaries

Add code
Mar 20, 2020
Figure 1 for Quantum noise protects quantum classifiers against adversaries
Figure 2 for Quantum noise protects quantum classifiers against adversaries
Figure 3 for Quantum noise protects quantum classifiers against adversaries
Figure 4 for Quantum noise protects quantum classifiers against adversaries
Viaarxiv icon

Data Sanity Check for Deep Learning Systems via Learnt Assertions

Add code
Sep 28, 2019
Figure 1 for Data Sanity Check for Deep Learning Systems via Learnt Assertions
Figure 2 for Data Sanity Check for Deep Learning Systems via Learnt Assertions
Viaarxiv icon