[UAI 2023] Official implementation of Efficient Failure Pattern Identification of Predictive Algorithms
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Updated
Jan 13, 2024 - Jupyter Notebook
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efficient-sampling
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An efficient random item sampler that ensures O(1) sampling complexity, and equal selection probability for all items across cycles. Each cycle ensures unique, non-repeating item selections, with each item sampled only once per cycle. Upon cycle completion, the sampler automatically refreshes, initiating a new cycle to repeat the process.
random
constant-time
sampling
sampler
shuffle
cycles
random-shuffle
random-sample
rounds
random-select
random-permutations
random-selection
random-samples
no-repetitions
random-item
random-selector
efficient-sampling
non-replacement
random-element
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Updated
Nov 10, 2024 - TypeScript
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