Anomaly Detection

Quadric Hypersurface Intersection for Manifold Learning in Feature Space
A novel approach to use the so-called “Manifold Hypothesis” in order to solve the outlier detection problem by quadrics on top of FaceID embeddings.
Fedor Pavutnitskiy, Sergei O. Ivanov, Evgeniy Abramov, Viacheslav Borovitskiy, Artem Klochkov, Viktor Vyalov, Anatolii Zaikovskii, Aleksandr Petiushko Александр Петюшко
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Quadric Hypersurface Intersection for Manifold Learning in Feature Space
Anomaly detection for AI
An approach to tacke multiple problems for robustness, uncertainty, out-of-distribution, interpretability, and anomalies.
Nov 1, 2020 12:00 AM Huawei VI Summit and ML Workshop
Aleksandr Petiushko Александр Петюшко