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ICLR 2020: Yann LeCun and Energy-Based Models
Machine Learning Street Talk (MLST)
How Do We Learn Energy Functions?
Your true energy function is the ellipse in this case. Now, if you just have a sample of data points and you want to learn an energy function, what you're going to do probably approximate that through some interpolation,. And then, yes, that would be likeyo, do whatever. Your squiggly circle, it's true. For me, this kind of el i'v been seeing this term dataman like throughout my entire study of deepoing. I ik this picture is finally helping me understand what the ga data manfold isit like. It's like this path in this high dimensional space that is connecting the data to each other.
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