2 papers
quant-ph2026
Zero-shot Quantum Neural Architecture Search
Tung Dao, Son N. Tran, Huynh Thi Thanh Binh
Variational Quantum Algorithms (VQAs) are a leading approach to exploiting near-term quantum hardware, leveraging parameterized quantum circuits and classical optimization to achie…
cs.LG2025
Wasserstein Robust Classification Error: Surrogate Loss Misalignment and Distributional Attacks
Bach C. Le, Tung V. Dao, Binh T. Nguyen +1
Wasserstein distributionally robust optimization (WDRO) provides a framework for evaluating model robustness through the worst-case expectation in the Wasserstein ball around a ref…