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Just received notification the fourth edition of HUMANIZE workshop will take place in March 2020, in conjunction with
@ACMIUI. This year we focus on user modeling grounded in psychology for#transparency and#explainability in adaptive systems. CfP will be out soon! pic.twitter.com/fucx9ql2bt
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It's so hard for a machine learning model to unlearn what it has learned from you. It could take for ever! You could be better of throwing your profile away and start anew instead of trying to make it learn your new preferrers.
#Explainability -
This is how
#AI bias really happens—and why it’s so hard to fix @archonsec @MiaD @nickhtang @AllaKos_Dev#explainability http://flip.it/mjPjKI -
In addressing the need for '
#AI#Explainability' we need to take care not to converge Explainability with Understandability. The ability to explain may not guarantee a parallel ability to understand. -
#Explainability of Machine Learning models is a core research area right now. Check our newest blog post on this topic! Let me know if you want to discuss this topic! It's always great to share some insights.#MachineLearninghttps://medium.com/james-blogs/the-road-to-ml-explainability-is-foggy-47696539e026 … -
We have posted a summary of our latest event on
#explainability of complex#MachineLearning models:https://medium.com/@OpenMLETC/explaining-complex-machine-learning-models-52c38bb3b8f0 … -
The most human algorithm |
#AI#Explainability#MachineLearninghttp://bit.ly/2RQdII9 -
This is how to achieve trust in
#dataeconomy . Focus should be in human agency,#transparency ,#explainability and#accountability . Well said @meerihaataja#dataeconomy2019pic.twitter.com/i5CUc5N9Pl
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"What I want on my phone, on my computer, in Alexa, and everywhere that machine learning touches me, is a “why” button I can push (or speak) to know why I got that recommendation" >> for
@fredwilson,#explainability is the necessary condition for humans to trust machine learning -
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@klotzkette: The lack of#explainability is a particular problem in legal#AI: "in order to become suitable for the law and jurisprudence, any legal AI would ... have to learn to justify itself in human-readable form that can be reviewed and criticized" https://www.linkedin.com/pulse/lack-data-law-tom-braegelmann/ … -
Getting ready for the sixth
#CAIML#meetup. Only about an hour to go
#MachineLearning#Networking#Cologne#AI#Explainability pic.twitter.com/Ml2HR63iKr
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“... success of deep and cheap learning depends not only on mathematics but also on physics, which favors certain classes of exceptionally simple probability distributions that
#DeepLearning is uniquely suited to model,”#Explainability@KirkDBorne@schmarzo@NOVADEEPLEARNhttps://twitter.com/techreview/status/1203662481404633090 … -
We’re hiring machine learning and engineering interns for January on our R&D team. You will be leveraging cutting-edge research to create high impact solutions for real-world problems.
#MachineLearning#Explainability#StatisticsPrikaži ovu nit -
Our work (Woo-Jeoung Nam) "Relative Attributing Propagation: Interpreting the Comparative Contributions of Individual Units in Deep Neural Networks" got accepted to
#AAAI2020 ! RAP == New explainability method arxiv - https://arxiv.org/pdf/1904.00605.pdf …#ExplainableAI#explainability#aipic.twitter.com/VN2giiP6e8
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[Article] Is
#Explainability Enough? We Need Understandable#AI | «Enabling trust, leading to the adoption of these technologies by both consumers and employees, require a human-first perspective of developing understandable AI.» | https://www.forbes.com/sites/rummanchowdhury/2018/06/04/is-explainability-enough-why-we-need-understandable-ai/amp/?__twitter_impression=true … by@ruchowdh via@forbespic.twitter.com/ihpcMHNovw
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When you read the article it says that
#explainability is necessary. But not only for insiders, but for all users of#AI in understandable wording. | “We’ve always known that people over-trust technology, and that’s especially true with AI systems.” -
If you are interested in understanding how to make the
#MachineLearning black boxes "talk", take a look at this great blog post! Great conceptual explanation.#DataScience#xai#explainability https://medium.com/james-blogs/what-matters-is-whats-on-the-outside-model-explainability-using-black-box-approaches-ee1c4e6d564f … -
A5: A strong culture of governance and ethical forethought is already in place in a number of larger institutions. I am a big advocate of the
#FATE framework of#fairness,#accountability,#transparency and#explainability#saschat#AIpic.twitter.com/YLWIS5bHyX
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Singapore is the first Asian Government to release
#AI framework on the principles of#transparency,#explainability, fairness to consumers and#human-centricity. https://www.straitstimes.com/singapore/singapore-releases-model-governance-framework-for-ai …@ecosystm360 -
Simon Williams
@quantumblack just nailed it. Nuanced talk on what AI can do & can't do! "It's not about the#technology - it's about the#human side" - to drive#AI-based performance, you need#explainability that enables human feedback to the model.#ihai18
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