These are algorithms that we know exist and have some importance in the field of AI or are related. We may not know details yet. This is meant to serve us as a "mind map" for exploration. If you know an answer, feel free to write it up in your page(s) in the users/ area and link it from the term here (add something like Christian). We may chose not to read those pages right away though if we feel like finding out the answers ourselves.
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regression
- linear
- general?
- (logistic regression?)
-> see subgroups/Regression
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Bayes
- cs188 has some as has intro to ai
- (Bayesian inference?, Kalman filter?)
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gradient descent
- first: newton's algorithm?
- with differentiable functions?
- stochastic gradient descent (for one sample, randomly)
- (step lengths)
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hidden markov?
Perhaps with algorithms 'attached'.
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(choosing the cost function)
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tailor series
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Eigenvectors