Commit 5bff92f7 authored by Avishek Anand's avatar Avishek Anand
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......@@ -12,9 +12,6 @@ We release [InterpretMe]
### Journal and Conference papers:
1. **DeepWalk: Online Learning of Social Representations.**
*Bryan Perozzi, Rami Al-Rfou, Steven Skiena.* KDD 2014. [paper]( [code](
1. **Towards a rigorous science of interpretable machine learning.**
*Finale Doshi-Velez and Been Kim.* 2017. [paper]
......@@ -28,13 +25,13 @@ We release [InterpretMe]
*Michael C Hughes, Huseyin Melih Elibol, Thomas McCoy, Roy Perlis, and Finale Doshi-Velez.*.2016. [paper](
1. **A unified approach to interpreting model predictions.**
*Scott Lundberg and Su-In Lee.*2016. [paper](
*Scott Lundberg and Su-In Lee.*.2016. [paper](
1. **A human-grounded evaluation benchmark for local explanations of machine learning.**
*Sina Mohseni and Eric D Ragan.*2018. [paper](
*Sina Mohseni and Eric D Ragan.*.2018. [paper](
1. **Anchors: High-precision model-agnostic explanations.**
*Marco Tulio Ribeiro, Sameer Singh, and Carlos Guestrin.*AAAI 2018. [paper]
*Marco Tulio Ribeiro, Sameer Singh, and Carlos Guestrin.*.AAAI 2018. [paper]
1. **Right for the right reasons: Training differentiable models by constraining their explanations.**
*Andrew Slavin Ross, Michael C. Hughes, and Finale Doshi-Velez.* IJCAI 2018. [paper](
*Andrew Slavin Ross, Michael C. Hughes, and Finale Doshi-Velez.*.IJCAI 2018. [paper](
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