2 citations · 2 across the 2 of their papers we have counts for
2 papers
stat.ML2023★ 2 cited
Certified Robust Neural Networks: Generalization and Corruption Resistance
Amine Bennouna, Ryan Lucas, Bart Van Parys
Recent work have demonstrated that robustness (to "corruption") can be at odds with generalization. Adversarial training, for instance, aims to reduce the problematic susceptibilit…
stat.AP2021
DMS, AE, DAA: methods and applications of adaptive time series model selection, ensemble, and financial evaluation
Parley Ruogu Yang, Ryan Lucas
We introduce three adaptive time series learning methods, called Dynamic Model Selection (DMS), Adaptive Ensemble (AE), and Dynamic Asset Allocation (DAA). The methods respectively…