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Mark Bennett proslijedio/la je Tweet
Here's my conversation with Daniel Kahneman, Nobel Prize winning economist and psychologist, author of Thinking Fast and Slow. We talk about two systems of thought in the human mind and their connection to deep learning, AI, and autonomous vehicles. https://www.youtube.com/watch?v=UwwBG-MbniY …pic.twitter.com/6I6DB85ClR
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Mark Bennett proslijedio/la je Tweet
Bernie Sanders is proposing a huge spending increase, without a remotely comparable increase in taxes. Should we care, and if so why? 1/https://edition.cnn.com/2020/01/14/politics/bernie-sanders-proposals-cost/index.html …
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Mark Bennett proslijedio/la je Tweet
The Uncanny Vally of ML slides.
@MLconf https://www.slideshare.net/JuneAndrews/the-uncanny-valley-of-ml … If you have follow up ideas and questions I'm all ears. Thank you Courtney and team for building such an incredible space for sharing ideas!!!Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Mark Bennett proslijedio/la je Tweet
Call to Action: What if we drew a line and said, we will not let ML systems get worse for the most vulnerable members of our population. Guardrail Metrics fit into our existing systems and easily implemented for drawing that line today.pic.twitter.com/p73dUUHfQH
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Incentive to decrease contaminates by removal or fine shows results
#mlconfsfpic.twitter.com/JFdxBo7hdm
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Identifying contamination over time to derive a “CSCORE)
#mlconfsfpic.twitter.com/EY8vr2O8ox
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Using cameras taking pictures throughout the day
#mlconfsfpic.twitter.com/QHMTomYJNH
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Monitoring recycling containers to reduce the costs of bad contents
#mlconfsfpic.twitter.com/U8GfbWHSc6
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Mark Bennett proslijedio/la je TweetHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi
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Haha. Thank you autocorrect “hair” -> ”gait”
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Holding a phone, e.g. can alter the analysis when trying to ID by hair
#mlconfsfpic.twitter.com/dNtKePyNq4
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Mark Bennett proslijedio/la je Tweet
My LSTM model trying to predict the winner of todays giveaway.
@MLconf#mlconf2019#mlconfsfpic.twitter.com/A83qGijLup
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Identifying humans by their gait
#mlconfsf “You can tell by the way I use my walk...”pic.twitter.com/p48EIOU3w0
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Diagnosis moving from expert systems to ML models from Curai
#mlconfsfpic.twitter.com/F9aek6YeHg
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In short, selection bias hurts ML and often can’t be seen, we need to understand the collection process better to address that, and use “random” observations to get better insight into selection bias
#mlconfsfpic.twitter.com/JPXE9i5CZo
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Be “Bayesian” if you don’t know the data collection process
#mlconfsfpic.twitter.com/s9unslV9d0
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Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi
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Selection bias in data collection happens in 2 steps 1 - what happens doesn’t include what could have happened but didn’t i.e. counterfactuals
#mlconfsfpic.twitter.com/4QS6cZ6HS0
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Call to action, as we should always do - protect the vulnerable in society
#mlconfsfpic.twitter.com/0mzHqtQ6D1
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Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi
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