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May 12, 2025 0
The term "federated learning" was coined to describe a form of distributed model...
May 12, 2025 0
This blog just got a new title: RStudio AI Blog. We explain why.
May 12, 2025 0
Kullback-Leibler divergence is not just used to train variational autoencoders o...
May 12, 2025 0
Broadcasting, as done by Python's scientific computing library NumPy, involves d...
May 12, 2025 0
TensorFlow 2.1, released last week, allows for mixed-precision training, making ...
May 12, 2025 0
Differential Privacy guarantees that results of a database query are basically i...
May 12, 2025 0
TensorFlow Hub is a library for the publication, discovery, and consumption of r...
May 12, 2025 0
Continuing our tour of applications of TensorFlow Probability (TFP), after Bayes...
May 12, 2025 0
Looking for materials to get started with deep learning from R? This post presen...
May 12, 2025 0
In a Bayesian neural network, layer weights are distributions, not tensors. Usin...
May 12, 2025 0
Part of the r-tensorflow ecosystem, tfprobability is an R wrapper to TensorFlow ...
May 12, 2025 0
Is society ready to deal with challenges brought about by artificially-generated...
May 12, 2025 0
TensorFlow 2.0 was finally released last week. As R users we have two kinds of q...
May 12, 2025 0
TensorFlow Probability, and its R wrapper tfprobability, provide Markov Chain Mo...
May 12, 2025 0
A deep learning model - BERT from Google AI Research - has yielded state-of-the-...
May 12, 2025 0
Have you ever wondered why you can call TensorFlow - mostly known as a Python fr...
May 12, 2025 0
In image segmentation, every pixel of an image is assigned a class. Depending on...
May 12, 2025 0
In this post we use tfprobability, the R interface to TensorFlow Probability, to...
May 12, 2025 0
TensorFlow feature columns provide useful functionality for preprocessing catego...
May 12, 2025 0
Previous posts featuring tfprobability - the R interface to TensorFlow Probabili...
May 12, 2025 0
As of today, there is no mainstream road to obtaining uncertainty estimates from...
May 12, 2025 0
This post builds on our recent introduction to multi-level modeling with tfproba...
May 12, 2025 0
This post is a first introduction to MCMC modeling with tfprobability, the R int...
May 12, 2025 0
AI models are riddled with culturally specific biases. A new data set, called SH...
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