Pavel Laskov OER/OCW Courses

Machine Learning for Intrusion Detect by Pavel Laskov @VideoLectures

Intrusion detection is one of core technologies of computer security. The goal of intrusion detection goal is identi cation of malicious activity in a stream of monitored data which... Watch Video

Stopping Conditions for Exact Computation by Pavel Laskov @VideoLectures

We propose a new stopping condition for a Support Vector Machine (SVM) solver which precisely reflects the objective of the Leave-One-Out error computation. The stopping condition... Watch Video

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