12 citations · 33 across the 12 of their papers we have counts for
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math.MG2021
Generalized Outer Bounds on the Finite Geometric Sum of Ellipsoids
Navid Hashemi, Justin Ruths
General results on convex bodies are reviewed and used to derive an exact closed-form parametric formula for the boundary of the geometric (Minkowski) sum of ellipsoids in -…
cs.LG2021
Performance Bounds for Neural Network Estimators: Applications in Fault Detection
Navid Hashemi, Mahyar Fazlyab, Justin Ruths
We exploit recent results in quantifying the robustness of neural networks to input variations to construct and tune a model-based anomaly detector, where the data-driven estimator…