Kritika Prakash
TECHNICAL
August 2020 Differentially Private Deep Learning in 20 Lines of Code: How to use the PyTorch Opacus Library
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September 2020 Understanding Deep Learning Requires Rethinking Generalization
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June 2020 (WIP) A Primer on Differential Privacy
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PERSONAL
September 2020 What it's like to join the OpenMined Community: Education at OpenMined
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December 2020 Too much: A poem
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RECOMMENDATIONS
You can follow the books I read on Goodreads here. Below are my recommendations for various blogs and learning resources.
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Paul Graham's Collection of Essays
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Gautam Kamath's course on Algorithms for Private Data Analysis
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Ted's Blog Series on Differential Privacy
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Distill's blog based publications
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OpenMined + Udacity's Secure & Private AI Course
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Google's Federated Learning Comic
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Jeremy Kun's Blog on Math and Programming
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