Lab Lunch: 27 November 2018 - James Cheney Title: Foundational Anomaly Detection Abstract: Given some data, it is often of interest to separate it into "typical" and "unusual" parts, where the latter might be of greater interest for detecting errors, security vulnerabilities or attacks, or fraud. There is a very large literature on anomaly detection or outlier detection, but much of it is ad hoc, problem-specific, or tailored to continuous/numerical data. There is much less work on discrete/categorical anomaly detection and little on foundations. In this talk I'll present the results of preliminary attempts to provide some. Nov 27 2018 13.00 - 14.00 Lab Lunch: 27 November 2018 - James Cheney Speaker: James Cheney MF2 level 4
Lab Lunch: 27 November 2018 - James Cheney Title: Foundational Anomaly Detection Abstract: Given some data, it is often of interest to separate it into "typical" and "unusual" parts, where the latter might be of greater interest for detecting errors, security vulnerabilities or attacks, or fraud. There is a very large literature on anomaly detection or outlier detection, but much of it is ad hoc, problem-specific, or tailored to continuous/numerical data. There is much less work on discrete/categorical anomaly detection and little on foundations. In this talk I'll present the results of preliminary attempts to provide some. Nov 27 2018 13.00 - 14.00 Lab Lunch: 27 November 2018 - James Cheney Speaker: James Cheney MF2 level 4
