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Principles and Practice of Explainable Machine Learning

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Sebastian Raschka: Just stumbled upon the recent "Principles and Practice of Explainable Machine Learning" survey by Vaishak Belle & Ioannis Papantonis, https://arxiv.org/abs/2009.11698. Looks like a good companion paper for @ChristophMolnar 's interpretable ML book. That's a really useful mindmap: https://t.co/NF0rMlyurU

6 replies, 876 likes


Marcus Borba: Principles and Practice of Explainable Machine Learning. #NeuralNetworks #ArtificialIntelligence #BigData #Analytics #RStats #Python #Java #JavaScript #ReactJS #Serverless #IoT #Linux #100DaysOfCode #Coding #Programming #DataScience #AI #MachineLearning https://arxiv.org/abs/2009.11698 https://t.co/eGf2pD42Bx

3 replies, 66 likes


arxiv: Principles and Practice of Explainable Machine Learning. http://arxiv.org/abs/2009.11698 https://t.co/iCz0BmzPHK

0 replies, 51 likes


Marcus Borba: Principles and Practice of Explainable Machine Learning. #AI #DeepLearning #BigData #Analytics #RStats #Python #Java #JavaScript #ReactJS #Serverless #IoT #Linux #Cloud #IIoT #xML #Code #100DaysOfCode #SQL #Coding #Programming #DataScience #MachineLearning http://arxiv.org/abs/2009.11698 https://t.co/8BvxgCunrk

0 replies, 42 likes


Rishabh Mehrotra: Map of Explainability Approaches -Explanation by Simplification -Feature relevance explanation -Local explanations -Visual explanations -Explanation by Simplification -Feature relevance explanation "Principles & Practice of Explainable Machine Learning" https://arxiv.org/pdf/2009.11698.pdf https://t.co/PojfFuYhr0

0 replies, 35 likes


elvis: Great work!

0 replies, 34 likes


Amir-Hossein Karimi: one of the most organized depictions of explainable AI methods that i've come across well done and thank you, @vaishakbelle and Ioannis Papantonis! looking forward to reading your work in detail: https://arxiv.org/pdf/2009.11698.pdf https://t.co/gsRLrjw12k

1 replies, 31 likes


Krishna Gade: This is a very comprehensive paper on Explainability. https://arxiv.org/pdf/2009.11698.pdf #WeekendReading #ExplainableAI /thread https://t.co/nDYUCLXQW5

1 replies, 22 likes


Masahiro Ryo: With dozens of cute figures, this is one of the best articles summarizing the overview of explainable AI and interpretable machine learning šŸ„° "Principles and Practice of Explainable Machine Learning" by Belle @vaishakbelle and Papantonis https://arxiv.org/abs/2009.11698 https://t.co/aAbULEkpKx

0 replies, 8 likes


Hadelin de Ponteves: Hello, my Twitter Friends. I found an extremely interesting paper "Principles and Practice of Explainable Machine Learning." https://arxiv.org/pdf/2009.11698.pdf #ArtificialIntelligence #MachineLearning #innovation #deeplearning #datascience #technology #entrepreneurship #careers #business

0 replies, 7 likes


Zmnako Awrahman, PhD: A most read paper for any #DataScientist ā€œPrinciples and Practice of Explainable Machine Learningā€ on @arxiv https://arxiv.org/pdf/2009.11698.pdf #MachineLearning #DataScience https://t.co/CAiLy4ncQW

0 replies, 4 likes


Vin Vashishta: This is the first business centric, practical exploration of model explainability I have seen. It is a great read. Principles and Practice of Explainable Machine Learning https://arxiv.org/pdf/2009.11698.pdf #DataScience #MachineLearning

0 replies, 4 likes


Natalia Burina: Great paper that gives a nice overview of Explainable AI -> Principles and Practice of Explainable Machine Learning https://arxiv.org/pdf/2009.11698.pdf https://t.co/OBqdSX1ifG

0 replies, 4 likes


Dhaval Simaria: Indeed very useful paper for Explainable #MachineLearning #ArtificialIntelligence #DataScience #ExplainableAI

0 replies, 3 likes


Chandan Singh: A really nice update on interpretation in practice from the paper: "Principles and Practice of Explainable Machine Learning" by @vaishakbelle and Ioannis Papantonis https://arxiv.org/abs/2009.11698 https://t.co/TYeUUXkmPg

0 replies, 3 likes


Luca Zavarella MVP: A very good paper about #MachineLearning #interpretability #ExplainableAI

0 replies, 1 likes


jean-louis Amat, phd: Very interesting (research) paper about "Principles and Practice of Explainable #MachineLearning" : https://arxiv.org/abs/2009.11698 #XAI #AI https://t.co/h9HmFeVP1I

0 replies, 1 likes


Content

Found on Oct 02 2020 at https://arxiv.org/pdf/2009.11698.pdf

PDF content of a computer science paper: Principles and Practice of Explainable Machine Learning