_silo-weijie-su.jpg "SILO: Weijie Su from cat 2021 result Video Screenshot Preview")
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⏲ Duration: 43 min 91 sec
✓ Published: 04-Feb-2021
✓ Published: 04-Feb-2021
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Date: 2021-01-27nnTitle: Local Elasticity: A Phenomenological Approach Toward Understanding Deep LearningnnAbstract: Motivated by the iterative nature of training neural networks, we ask: If the weights of a neural network are updated using the induced gradient on an image of a tiger, how does this update impact the prediction of the neural network at another image (say, an image of another tiger, a cat, or a plane)? To address this question, I will introduce a phenomenon termed local elasticity
Date: 2021-01-27nnTitle: Local Elasticity: A Phenomenological Approach Toward Understanding Deep LearningnnAbstract: Motivated by the iterative nature of training neural networks, we ask: If the weights of a neural network are updated using the induced gradient on an image of a tiger, how does this update impact the prediction of the neural network at another image (say, an image of another tiger, a cat, or a plane)? To address this question, I will introduce a phenomenon termed local elasticity
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