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Deep connections between learning from limited labels & physical parameter estimation - inspiration for regularization.
Bas Peters
Published in:
CoRR (2020)
Keyphrases
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parameter estimation
least squares
maximum likelihood
model selection
markov random field
statistical models
learning algorithm
probabilistic model
approximate inference
maximum likelihood estimation
three dimensional
reinforcement learning
prior knowledge
higher order
background knowledge
posterior distribution