1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ML2025★ 1 cited
Uncertainty Quantification With Noise Injection in Neural Networks: A Bayesian Perspective
Xueqiong Yuan, Jipeng Li, Ercan Engin Kuruoglu
Model uncertainty quantification involves measuring and evaluating the uncertainty linked to a model's predictions, helping assess their reliability and confidence. Noise injection…
cs.LG2023
Robustness Enhancement in Neural Networks with Alpha-Stable Training Noise
Xueqiong Yuan, Jipeng Li, Ercan Engin Kuruoğlu
With the increasing use of deep learning on data collected by non-perfect sensors and in non-perfect environments, the robustness of deep learning systems has become an important i…