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For questions about mathematics related to artificial intelligence.

1 vote

Should I need to interpret the word "metric" in "performance metric" rigorously?

"Metric" should be understood as "a function of the trained model and of a dataset which returns a number". For example, in reinforcement learning, one can use as an evaluation metric the total cumula …
Raphael Lopez Kaufman's user avatar
3 votes
Accepted

Clarification on GANs for text generation

When you sample a sentence using an RNN, at each step $t$, if $N$ is the size of your vocabulary, $W$ the array with the $N$ words in your vocabulary, and $f$ your RNN without its final linear layer, …
Raphael Lopez Kaufman's user avatar