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MMLU-Pro / 10492 / Suppose you are given an EM algorithm that finds maximum likelihood estimates…

Problem

Answer published by the source. Consult the official source to check your work against its answer.

question

Suppose you are given an EM algorithm that finds maximum likelihood estimates for a model with latent variables. You are asked to modify the algorithm so that it finds MAP estimates instead. Which step or steps do you need to modify?

category

computer science

options

  1. Only the final iteration
  2. Expectation and Maximization
  3. The likelihood function only
  4. Initialization
  5. No modification necessary
  6. Maximization
  7. Both
  8. Convergence Criteria
  9. Expectation
  10. The algorithm cannot be modified to find MAP estimates

src

ori_mmlu-machine_learning

Discussion

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Source and history

upstream_id / Original problem ID
10492
task_id
0e50a6a5-a73b-5d4c-a459-68389e68ee6c
task_key
default--test--10492
task_revision_id
1
config / split
default / test

Official source

initial import