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Rob Romijnders

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titleconferencedate
Differential Privacy Made PracticalPyData Amsterdam 20242024-09-18
Differential privacy is shown with concrete choices: noise from a Laplace distribution for provable epsilon bounds, Gaussian only under ε,δ relaxations, and…
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Bayesian Deep learning with 10% of the weightsPyData Amsterdam 20182018-05-25
Claims a variational Bayesian net that learns Gaussian mu and sigma per weight and samples weights at inference to get a posterior predictive, implemented in…
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Using deep learning in natural language processingPyData Amsterdam 20172017-04-07
Describes Google Translate moving from phrase‑based to a seq2seq recurrent neural network with attention trained across about 26 languages, using data and…
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