Generative Perturbation Analysis for Probabilistic Black-Box Anomaly Attribution
- Ide-San Ide
- Naoki Abe
- 2023
- KDD 2023
I am passionate about modeling real-world business problems using advanced machine learning methods. I have a strong track record in successfully leading numerous customer engagements to deliver first-of-a-kind AI solutions across many different industries. Most of those solutions have been published in top AI/data mining conferences. In particular, I am known as one of the top experts in industrial anomaly detection and diagnosis, as evidenced by two textbooks I authored on that topic. Here is one recent lecture note on anomaly detection.