EECS708 Machine Learning Final Exam

• Answer FOUR questions
• You MUST limit the answer to each question to 500 words (excluding figues, tables and diagrams). This corresponds to roughly 1.5 full page of densely written text in Arial 12 fonts for each question (i.e., for all parts, excluding diagrams/sketches etc). The parts of the answers that will exceed this limit might not be taken into consideration during marking.
• This paper requires 2 hours work. There is an extra hour allowance for downloadingthe paper and uploading your answers.
• You MUST submit your answers before the exam end time.
• All instructions and guidelines from the exam page should be followed.
• This is an open-book exam and you may refer to lecture material, text books and online resources. The usual referencing and plagiarism rules apply, and you must clearly cite any reference used.
• Calculators are permitted in this examination. Please state on your answer book the name and type of machine used.

Question 1

• a) A Machine Learning practitioner needs to estimate the parameters 𝜃 of a model, givensome data 𝑋. Suppose, that the parameters can take only three values, 𝜃1, 𝜃2 or 𝜃3 andthat it is given that ...

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