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"The measure and mismeasure of fairness: a critical review of fair machine learning" Corbett-Davies & Goel, https://blog.acolyer.org/2020/02/03/measure-mismeasure-fairness/ …
#themorningpaper If we want fair machine learning models, then first we're going to need a working definition of 'fair'... -
I'd submit
@papers_we_love and#themorningpaper are a great starting points of this :) Papers We Love has grown as well, mushrooming into a nice metacommunity with multiple chapters across multiple cities. -
Today,
#TheMorningPaper covers "Seamless offloading of web app computations from mobile device to edge clouds via HTML5 Web Worker migration" from ACM SoCC'19: http://bit.ly/37Y5d2Y pic.twitter.com/xW7rweVly2
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"Seamless offloading of web app computations from mobile device to edge clouds via HTML5 web worker migration" Jeong et al., https://blog.acolyer.org/2020/01/31/web-worker-migration/ …
#themorningpaper Web workers let you offload computation to another thread... and now to the edge too! pic.twitter.com/IRDsQGgmn2
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"Narrowing the gap between serverless and its state with storage functions" Zhang et al., https://blog.acolyer.org/2020/01/29/narrowing-the-gap/ …
#themorningpaper 'Stored Functions' for serverless workload data-processing efficiency -
Yesterday,
#TheMorningPaper covered "Reverb: Speculative Debugging for Web Applications," from ACM SOCC’19: http://bit.ly/2GtTcGL pic.twitter.com/aSLX7Aw2Lw
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Reverb: speculative debugging for web applications https://blog.acolyer.org/2020/01/27/reverb-speculative-debugging/ … A tool that can record your js, then let you find a bug and fix it and _test it_ locally on those logs as they replay before you ship out the change. Some
#javaScript at#themorningpaper blog. -
"Reverb: speculative debugging for web applications" Netravali & Mickens, https://blog.acolyer.org/2020/01/27/reverb-speculative-debugging/ …
#themorningpaper Best paper award winner at#SoCC19 -
"Trade-offs under pressure: heuristics and observations of teams resolving internet service outages" Allspaw, https://blog.acolyer.org/2020/01/24/trade-offs-under-pressure-part-2/ …
#themorningpaper (Part 2) The greatest sources of success in automation-rich environments are people. -
"Trade-offs under pressure: heuristics and observations of teams resolving internet service outages" Allspaw, https://blog.acolyer.org/2020/01/22/trade-offs-under-pressure-part-1/ … (Part 1)
#themorningpaper A foundation for reasoning about the way teams of operators resolve incidents. -
"STELLA: report from the SNAFU-catchers workshop on coping with complexity" Woods 2017, https://blog.acolyer.org/2020/01/20/stella-coping-with-complexity/ …
#themorningpaper Coping with the complexity of modern systems and incident management. -
RT
@adriancolyer "Programmatically interpretable reinforcement learning" Verma et al., https://blog.acolyer.org/2020/01/15/programmatically-interpretable-reinforcement-learning/ …#themorningpaper RL policies that are human interpretable and verifiable - i.e., deployable!#tech#ML#AI#bigdata -
Synthesizing data structure transformations from input-output examples https://buff.ly/2R5JAIa
#AI#Research#themorningpaper via@adriancolyer -
"Synthesizing data structure transformations from input-output examples" Feser et al., https://blog.acolyer.org/2020/01/17/synthesizing-data-structure-transformations/ …
#themorningpaper The 'no-code' approach to data transforms. -
"Programmatically interpretable reinforcement learning" Verma et al., https://blog.acolyer.org/2020/01/15/programmatically-interpretable-reinforcement-learning/ …
#themorningpaper RL policies that are human interpretable and verifiable - i.e., deployable! -
"Challenges of real-world reinforcement learning" Dulac-Arnold et al., https://blog.acolyer.org/2020/01/13/challenges-of-real-world-rl/ …
#themorningpaper Is reinforcement learning ready for the real-world? -
"Ten challenges for making automation a 'team player' in joint human-agent activity" Klein et al., https://blog.acolyer.org/2020/01/10/ten-challenges-for-automation/ …
#themorningpaper What does it take to build effective human-computer collaborations? -
#themorningpaper on#automation Ironies of automation:https://blog.acolyer.org/2020/01/08/ironies-of-automation/ … -
"Ironies of automation" Bainbridge, https://blog.acolyer.org/2020/01/08/ironies-of-automation/ …
#themorningpaper The more we automate, the more dependent we become on highly-skilled human operators! -
Here comes another year of
#themorningpaper! What will *you* be reading this year? https://blog.acolyer.org/2020/01/06/2020-the-year-ahead/ ….
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