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Prikvačeni tweet
Denied a loan by an ML model? You should be able to change something to get approved! In a new paper w
@AlexanderSpangh & @yxxxliu, we call this concept "recourse" & we develop tools to measure it for linear classifiers. PDF https://bit.ly/2xh0idm CODE https://bit.ly/2xiEvls pic.twitter.com/QvyU5520Zv
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There's a need for deep intimacy with our precarious present! Fascinating work from
@geomblog & Mark Alfano#FAT2020 https://dl.acm.org/doi/abs/10.1145/3351095.3372876 …, so very aligned with our findings from the work on https://fatconference.org/2020/acceptedtuts.html#assessing …pic.twitter.com/S7BLZ312ex
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UNC friends! I'm excited to be visiting you next week and giving this talkhttp://hussman.unc.edu/calendar/lectures/eszter-hargittai-lecture-algorithm-skills-what-are-they-and-how-do-we-measure-them …
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Ok, people! Are you looking for something to read at the intersection of machine learning and HCI? Three new papers posted online today that you should check out, all with my amazing colleague/BFF
@hannawallach! Ready? I'm gonna try a thread!Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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This is a very utopian view of AI in education. Some is appropriate—there are big opportunities for some aspects of learning—but it ignores the way that software can amplify disparities, helping students with strong self-regulation skills, harming others.https://www.nytimes.com/2019/12/18/education/artificial-intelligence-tutors-teachers.html …
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“We typically assume that there’s one best model, but in practice there can be many models that produce different results.” -
@berkustunpic.twitter.com/BOvZHmiEnE
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Just got into Vancouver in time for the
#NeurIPS2019 workshops! Let's chat! I'll be at the human-centered ML workshop on Friday, and the Fairness in ML for Healthcare workshop on Saturday.Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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Political speech is paid, not free. On
@facebook it also cost different $$$ to advertise different political opinions to the same people 1/4 https://www.washingtonpost.com/technology/2019/12/10/facebooks-ad-delivery-system-drives-partisanship-even-if-campaigns-dont-want-it-new-research-shows/ …@lukshmichowk@korolova@aaronkbr@amislovePrikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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Assessing Disparate Impact of Personalized Interventions: Identifiability and Bounds Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #72 joint work !pic.twitter.com/lNhVeo3ON8
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Ask yourself - who is making decisions in algorithm design and model selection? Did I have a say? Were there other reasonable alternative algorithms and models that would have benefitted me? 2/2
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I really loved this article and this take. The more I work in this field, the more I think that the real issue about human-facing ML isn't "bias" but "power" 1/2https://twitter.com/KLdivergence/status/1203143689440247808 …
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An ML researcher, a clinician, an anthropologist, a bioethicist, and many others walk into a workshop.
Mad props to @KadijaFerryman and@MarzyehGhassemi for a brilliant Fairness in ML in Health meeting
http://datasociety.net/blog/2019/12/0 …pic.twitter.com/EaT8aWKpcG – mjesto: Data & Society Research Institute
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Double/debiased machine learning https://academic.oup.com/biostatistics/advance-article/doi/10.1093/biostatistics/kxz042/5631845 … Individual-level treatment https://academic.oup.com/biostatistics/advance-article/doi/10.1093/biostatistics/kxz043/5631848 … Regulatory oversight https://academic.oup.com/biostatistics/advance-article/doi/10.1093/biostatistics/kxz044/5631849 … From development to deployment https://academic.oup.com/biostatistics/advance-article/doi/10.1093/biostatistics/kxz041/5631850 … Teaching yourself about structural racism https://academic.oup.com/biostatistics/advance-article/doi/10.1093/biostatistics/kxz040/5631851 …https://twitter.com/sherrirose/status/1196779501356769281 …
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There are no null results. There are results that establish useful upper bounds, there are results that establish useful lower bounds, there are results that do both, and there are results that do neither.
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"It is not enough to be right -- you also have to be kind."https://forge.medium.com/its-not-enough-to-be-right-you-also-have-to-be-kind-b8814111fe1 …
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Very excited to see ACM CHIL running!!! Plan to submit and be in Toronto on April 2-4!https://twitter.com/CHILconference/status/1190074971944452096 …
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Announcing an exciting new conference: "Foundations of Responsible Computing" (FORC). Here is the call for papers: https://responsiblecomputing.org/forc-2020-call-for-paper/ …. The deadline is February 11, and (if I can say so myself :-) it has an absolutely amazing steering and program committee. 1/
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Speaking of productive self-criticism. When we demonstrate a new capability, let's also demonstrate its limits by showing instances of functional failures. Much of the criticism is a reaction to the hype generated by researchers and the organizations they work for. 7/
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Next up at
#INFORMS2019 11am - Fairness, Accountability and Transparency in ML Feat:@uhlily@AlexanderSpangh@angelamczhou @CharlieMarx9 https://www.abstractsonline.com/pp8/#!/6818/session/2003 … https://twitter.com/hima_lakkaraju/status/1182773305712857088 …pic.twitter.com/vLA2RABC3w
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