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| courses:xai:lab3 [2024/10/09 10:34] – admin | courses:xai:lab3 [2024/10/20 16:34] (current) – [Resources] admin |
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| * [[https://christophm.github.io/interpretable-ml-book/simple.html|Interpretable ML: Chapter 5]] | * [[https://christophm.github.io/interpretable-ml-book/simple.html|Interpretable ML: Chapter 5]] |
| * [[https://www.cs.cornell.edu/~yinlou/papers/lou-kdd13.pdf|Accurate Intelligible Models with Pairwise interactions]] | * [[https://www.cs.cornell.edu/~yinlou/papers/lou-kdd13.pdf|Accurate Intelligible Models with Pairwise interactions]] |
| | * [[https://arxiv.org/abs/0811.1679|Predictive learning via rule ensembles]] -- RuleFit hteory |
| * [[https://arxiv.org/abs/2210.05189| Neural Networks are Decision Trees]] | * [[https://arxiv.org/abs/2210.05189| Neural Networks are Decision Trees]] |
| * Additional watching: | * Additional watching: |
| * [[https://www.youtube.com/watch?v=3CC4N4z3GJc&list=PLc-A_ClQmXKDlVbr9V3VhDZC5jJsPBN3Q&index=3|Recap on Gradient Boosting]] | * [[https://www.youtube.com/watch?v=3CC4N4z3GJc&list=PLc-A_ClQmXKDlVbr9V3VhDZC5jJsPBN3Q&index=3|Recap on Gradient Boosting]] |
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