Papers › Interpretable machine learning: definitions, methods, and applications

Interpretable machine learning: definitions, methods, and applications

14 Jan 2019arXiv:1901.04592archive 2025-07-28

W. James Murdoch, Chandan Singh, Karl Kumbier, Reza Abbasi-Asl, Bin Yu

Official code for using / reproducing ACD (ICLR 2019) from the paper "Hierarchical interpretations for neural network predictions" https://arxiv.org/abs/1806.05337

Code

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27 samples harvested; 2 ran; 2 honoured the contract we drafted; 25 have no recorded run. Read from Syntology's graph 2026-09-24; that is when this build read the record, not when the samples ran.

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