Uniform sampling from various sets
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If you have a question about this talk, please contact Carl Scheffler.
This week’s journal club has a computer science flavour. Try to solve the following tasks giving a loose bound on the space and time complexity of your solutions.
Sample uniformly from the following sets:
- Subsets of size k (from a larger set of n items)
- The set of all permutations with n items
- The set of all binary trees with n nodes
- The set of all partitions with n items
I will be cheating and presenting some interesting solutions from Chapters 12 and 13 of the book Non-Uniform Random Variate Generation
This talk is part of the Machine Learning Journal Club series.
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