A few possible resources on #ethics and #MachineLearning include this panel discussion from #SmartDev2018 w/ @FKondylis @ermonste @aubra_anthony & Moorea Brega
youtu.be/241yRfkabV0
31 Oct 2018
Hey @JPAL_Global and @CEGA_UC, with an increasing number of alternative methods of assessing credit, what protections should be in place to make sure that the algorithms used are ethical, fair and unbiased?
#FinclusionWeek
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Watch DCO researcher @SeanKHiggins talk about his work on gender-differentiated credit-scoring algorithms #SmartDev2018 #MachineLearning #ArtificialIntelligence
youtube.com/watch?v=kdhIhV1o…
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Check out this one-stop-shop of research on how #ArtificialIntelligence can be used to address #globaldev challenges - all from our conference on #AI for #economicdevelopment with our friends at the @WorldBank. @wb_research #SmartDev2018
measuredev.org/academic-pape…
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4 Oct 2018
Check out @Susan_Athey's keynote at #SmartDev2018 with @CEGA_UC and the @WorldBank here: youtu.be/BNLx_AHjYuU
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26 Sep 2018
In fact, we held an entire event on the topic. #AI #humanitarian #globaldev #SmartDev2018
measuredev.org/
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Three blog posts recapping our recent #smartdev2018 event, highlighting the intersection of #machinelearning and #GlobalDevelopment, from @dmckenzie001, @impacteval, & CEGA executive director Temina Madon!
medium.com/center-for-effect…
tinyletter.com/dimeweekly/le…
blogs.worldbank.org/impactev…
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8 Mar 2018
Check out @CEGA_UC affiliate @jblumenstock's work using #mobile phone #data to predict #poverty in #globaldev mentioned by @catherinecheney of @devex. #MachineLearning #SmartDev2018
devex.com/news/want-to-reach…
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An interesting read for anyone hungry for more research on the applications of #machinelearning in #globaldev after last week's #smartdev2018 conference
Up on the blog today: @ChrisANeilson on using #ArtificialIntelligence to close information gaps and reduce #poverty: j-p.al/2tiOEzc
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Great recap of last week's #SmartDev2018 event from the World Bank's @dmckenzie001!
5 Mar 2018
How can machine learning and artificial intelligence be used in development interventions and impact evaluations? My take on last week's #SmartDev2018 conference tinyurl.com/ybkzjxh2
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5 Mar 2018
How can machine learning and artificial intelligence be used in development interventions and impact evaluations? My take on last week's #SmartDev2018 conference tinyurl.com/ybkzjxh2
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2 Mar 2018
How can traffic data help disaster planning? @scottsfarley93 investigates @Mapbox #SmartDev2018 #transportation #planning #disasters
blog.mapbox.com/exploring-re…
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If you were unable to attend, we’ll be posting videos of the talks on measuredev.org & cega.berkeley.edu in the coming weeks #smartdev2018
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A special thanks to @freedombeale & @impacteval for putting it all together & to @Googleorg for graciously giving us their #googlecommunityspace for the day! #smartdev2018
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Thank you to everyone that came out yesterday for #smartdev2018 to learn about the newest research on #machinelearning and #globaldev!!!
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2 Mar 2018
Premise's VP of Data Science, Moorea Brega - "To build good policy around AI & ML we should focus on evaluation frameworks and involving the right mix of domain and technical expertise" @CEGA_UC @WorldBank #AI #MachineLearning #data4development #SmartDev2018
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2 Mar 2018
U know how much you enjoy #MachineLearning and #EconDev when you are upset you missed the #SmartDev2018 Conference x.com/JAVI91_1/status/969425…
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2 Mar 2018
Final discussion at the end of a long day. Ethics in AI.
My word that’s a big one! How do you make decisions transparently? How do you avoid biases in human-labelled data? How do you build in checks after you have trained an algorithm?
#SmartDev2018
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2 Mar 2018
To cap off a phenomenal day on the promise of #ArtificialIntelligence in the #globaldev world, our panel considers the risks and ethics of using #AI with marginalized groups with reps from @premisedata, @GlobalDevLab, @FSIStanford & @WorldBank. #SmartDev2018
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2 Mar 2018
.@CEGA_UC affiliate @solhsiang explains how his team uses #NeuralNetworks to try to predict housing prices using #remotesensing. #SmartDev2018
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2 Mar 2018
Con imágenes satelitales es posible predecir rendimiento agrícola, incluso es mejor que ir a preguntar directamente a los hogares rurales. Tiene un futuro prometedor. Me pregunto cómo se podría utilizar esta metodología para estudiar violencia y drogas en México. #smartdev2018
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