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Deep Learning: A Tutorial
Our goal is to provide a review of deep learning methods which provide insight into structured high-dimensional data.
Quantum Bayesian Computation
Quantum Bayesian Computation (QBC) is an emerging field that levers the computational gains available from quantum computers to provide an exponential speed-up in Bayesian computation.
Merging Two Cultures: Deep and Statistical Learning
We show that prediction, interpolation and uncertainty quantification can be achieved using probabilistic methods at the output layer of the model.
Chess AI: Competing Paradigms for Machine Intelligence
Endgame studies have long served as a tool for testing human creativity and intelligence.
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