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https://medium.com/@massibelloni/if-its-interpretable-it-s-pretty-much-useless-8a186bcdc8b1
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https://hbr.org/podcast/2019/05/when-ai-meets-medicine
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https://github.com/ModelOriented/DrWhy
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https://www.datanami.com/2019/05/09/only-intelligent-data-can-power-artificial-intelligence/
https://www.americanbanker.com/opinion/dont-let-ai-become-a-black-box
http://smarterpoland.pl/index.php/2019/05/make-it-explainable/
https://www.linkedin.com/pulse/interpretability-helps-painting-fuller-picture-how-works-tiba-razmi/
https://towardsdatascience.com/using-what-if-tool-to-investigate-machine-learning-models-913c7d4118f
https://arxiv.org/abs/1905.04610v1
https://gcn.com/articles/2019/05/15/ethical-ai-idc.aspx
https://searchenterpriseai.techtarget.com/feature/How-to-solve-the-black-box-AI-problem-through-transparency
http://formtek.com/blog/explainable-ai-xai-turning-the-light-on-todays-black-box-ai-algorithms/
https://www.forbes.com/sites/forbestechcouncil/2019/05/17/creating-explainable-ai-with-rules/#4ab94525293f
https://blog.ml.cmu.edu/2019/05/17/explaining-a-black-box-using-deep-variational-information-bottleneck-approach/
https://bankingjournal.aba.com/2019/05/why-explainable-ai-is-the-next-frontier-in-financial-crime-fighting/
https://www.forbes.com/sites/lanceeliot/2019/05/21/princeton-summit-bolsters-driverless-cars-for-all-including-the-mobility-marginalized/#38095b981725
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https://interestingengineering.com/our-brave-new-worl-why-the-advance-of-ai-raises-ethical-concerns
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https://www.kdnuggets.com/2019/03/explainable-ai.html
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https://eurekalert.org/pub_releases/2019-04/giot-aao041119.php
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https://www.lendacademy.com/podcast-192-douglas-merrill-of-zestfinance/
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https://medium.com/predict/can-we-build-an-artificial-brain-network-using-nanoscale-magnets-1c0a925973ab
https://www.forbes.com/sites/tomdavenport/2019/03/18/explainable-ai-and-the-rebirth-of-rules/#17764fb439ae
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https://towardsdatascience.com/machine-learning-interpretability-techniques-662c723454f3
https://opendatascience.com/explainable-ai-from-prediction-to-understanding/
https://aibusiness.com/explainability-ai-regulation/
https://www.heinz.cmu.edu/media/2018/September/explainable-ai
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https://www.capitalone.com/tech/machine-learning/an-integral-pragmatic-approach-to-explainable-ai
https://towardsdatascience.com/how-to-explain-any-machine-learning-model-prediction-30654b0c1c8
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https://insidehpc.com/2019/03/any-better-than-clever-hans-putting-ai-systems-to-the-test/
https://www.analyticsinsight.net/here-is-how-augmented-analytics-and-explainable-ai-will-cause-a-disruption-in-2019-beyond/
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https://ctmfile.com/story/bi-2019-explainable-ai-natural-language-to-humanize-your-data-etc
https://thenewstack.io/explainable-ai-looking-into-the-black-box/
https://www.basistech.com/honest-ai/understanding-explainable-ai/
http://www.project-pulse.eu/using-ai-with-explainable-deep-learning-to-help-save-lives/
https://github.com/EthicalML/XAI
https://notepad.mmakowski.com/Tech/KDD%202018:%20Explainable%20Models%20for%20Healthcare%20AI
http://www.stat.ucla.edu/~tfwu//project_posts/iRCNN/
https://github.com/jphall663/awesome-machine-learning-interpretability
https://github.com/ankitbit/MAGMIL
https://github.com/zzzace2000/FIDO-saliency
https://github.com/antoinecarme/sklearn_explain
https://arxiv.org/abs/1711.04574
https://towardsdatascience.com/deepmind-combines-logic-and-neural-networks-to-extract-rules-from-noisy-data-2fbd0f6edfb7
https://arxiv.org/abs/1902.01876v1
https://sites.google.com/view/xai2019/home
https://venturebeat.com/2019/03/06/openai-and-google-detail-activation-atlases-a-technique-for-visualizing-ai-decision-making/
https://towardsdatascience.com/why-model-explainability-is-the-next-data-science-superpower-b11b6102a5e0
https://towardsdatascience.com/interpretable-ai-or-how-i-learned-to-stop-worrying-and-trust-ai-e61f9e8ee2c2
https://towardsdatascience.com/google-and-openai-help-you-see-what-neural-networks-see-77ec5fd9564a
https://www.geopoliticalmonitor.com/in-search-of-explainable-artificial-intelligence/
https://towardsdatascience.com/how-to-perform-explainable-machine-learning-classification-without-any-trees-873db4192c68
https://bdtechtalks.com/2019/03/11/openai-google-neural-networks-visualization/
https://www.analyticsindiamag.com/explainable-ai-is-driving-the-credit-analytics-market-now-says-mathieu-garnier-of-equifax/?
https://towardsdatascience.com/understand-how-your-tensorflow-model-is-making-predictions-d0b3c7e88500
https://www.linkedin.com/pulse/data-science-analytics-informatics-healthcare-life-korolev-do-phd/
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https://bdtechtalks.com/2019/01/10/darpa-xai-explainable-artificial-intelligence/
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https://github.com/marcoancona/DeepExplain
https://github.com/tensorflow/tcav/
https://github.com/albermax/innvestigate
https://github.com/nyuvis/explanation_explorer
https://www.theverge.com/2019/1/17/18186674/daniel-chen-machine-learning-rule-of-law-economics-psychology-judicial-system-policy
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https://www.vox.com/science-and-health/2019/1/23/18194717/alexandria-ocasio-cortez-ai-bias
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http://virtual-strategy.com/2019/01/23/executive-viewpoint-2019-prediction-tigergraph-big-data-analytics-and-explainable-ai/
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https://arxiv.org/html/1901.08813v1
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http://mil-embedded.com/news/charles-river-analytics-creates-tool-to-help-ai-communicate-effectively-with-humans/
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https://www.nytimes.com/2017/12/20/upshot/algorithms-bail-criminal-justice-system.html
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https://www.cmswire.com/digital-workplace/ai-adoption-is-increasing-but-challenges-remain/
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https://arxiv.org/abs/1902.00006v1
https://www.businesswire.com/news/home/20190204005511/en/Lazard-Add-Explainable-Artificial-Intelligence-XAI-Capability
https://bdtechtalks.com/2019/02/04/explainable-ai-gan-dissection-ibm-mit/
https://readwrite.com/2019/02/05/ai-should-be-reducing-bias-not-introducing-it-in-recruiting/
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ty-meet
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https://www.prnewswire.com/news-releases/zestfinance-to-deliver-first-fully-explainable-artificial-intelligence-solution-for-credit-underwriting-with-microsoft-cloud-300768706.html
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