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ICLR 2020: Yann LeCun and Energy-Based Models
Machine Learning Street Talk (MLST)
The Difference Between Probablistic Models and Energy Base Models
An energy base model is any model where at the end you have a single number, right? The energy. And if the energy is low, that tells you whatever you put in,. and whatever you didn't put in, the model is not happy with. You can interpret any probabilistic method as an energy based method simply by having the the inverse probability as your energy. So maybe we can make a difference between these two types of models.
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