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Apr 21, 2019Author Dr. Shirin Glander. Dr. Shirin Glander. April 21, 2019. I have written and taught quite a bit about image classification with Keras (e.g. here). Here are the slides from my talk about Explaining complex machine learning models with LIME Traditional machine
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I have written another blogpost about Looking beyond accuracy to improve trust in machine learning at my company codecentric's blog Traditional machine learning workflows focus heavily on model training andcontinue reading.
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Apr 26, 2018Shirin Glander works as a data scientist at codecentric. She has a PhD in bioinformatics and uses a wide range of methods from statistics to machine learning to gain exciting and new insights from data. She regularly blogs about data science topics and
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Dr. Shirin Glander. These are my sketchnotes for Sam Charrington's podcast This Week in Machine Learning and AI about Evaluating Model Explainability Methods with Sara Hooker I wrote two blogposts about image classification with Keras and about how to use your own models or pretrained models for predictions and using LIME to explain
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Trust and Transparency. Understanding our machine learning models is also necessary to improve trust and provide transparency regarding their predictions and decisions. This is especially relevant given the new General Data Protection Regulation (GDPR) that will go into effect in May of 2018.
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