PDF-CMSC Spring Learning Theory Lecture Mistake Bound Model Halving Algorithm Linear Classiers Instructors Sham Kakade and Ambuj Tewari Introduction This course will be divided into parts
In each part we will make different assumptions about the data generating process Online Learning No assumptions about data generating process Worst case analysis
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