Commit 0bc64747 authored by Avishek Anand's avatar Avishek Anand

Update README.md

parent 5509831f
......@@ -111,5 +111,20 @@ We release [InterpretMe]
1. **On pixel-wise explanations for non-linear classifier deci- sions by layer-wise relevance propagation**
*S. Bach, A. Binder, G. Montavon, F. Klauschen, K.-R. Mu ̈ller, and W. Samek*.PLOS one 2015,[paper](http://iphome.hhi.de/samek/pdf/BacPLOS15.pdf)
1. ** Explaining nonlinear classification decisions with deep taylor decomposition**
*G Montavon, S Lapuschkin, A Binder, W Samek*. Pattern Recognition 17. [paper](http://iphome.hhi.de/samek/pdf/MonPR17.pdf) [code](https://github.com/sebastian-lapuschkin/lrp_toolbox) [tutorial](http://www.heatmapping.org/tutorial/)
1. **Exploring text datasets by visualizing relevant words**
*F Horn, L Arras, G Montavon, KR Müller, W Samek*. 2017. [paper](https://arxiv.org/pdf/1707.05261.pdf)
1. **Methods for Interpreting and Understanding Deep Neural Networks**
*G Montavon, W Samek, KR Müller*. Digital Signal Processing, 73:1-15, 2018. [paper](https://arxiv.org/abs/1706.07979)
1. **Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models**
*W Samek, T Wiegand, KR Müller*. ITU Journal: ICT Discoveries - Special Issue 1 2017. [paper](https://arxiv.org/abs/1708.08296)
1. **"What is Relevant in a Text Document?": An Interpretable Machine Learning Approach**
*L Arras, F Horn, G Montavon, KR Müller, W Samek*. PLOS ONE, 2017. [paper](https://arxiv.org/abs/1612.07843)
1. **Explaining NonLinear Classification Decisions with Deep Taylor Decomposition**
*G Montavon, S Lapuschkin, A Binder, W Samek, KR Müller*. Pattern Recognition, 2017. [paper](http://arxiv.org/abs/1512.02479)
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