Neural Network Lower Bound
John explains that regardless of the algorithm used, learning functions in neural networks will require exponentially many statistical queries, even with standard activation functions. The statistical query framework allows algorithms to estimate expected values of functions without directly interacting with labeled examples. This research sheds light on the challenges of learning complex functions in neural networks.In this clip
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Data Skeptic
The Complexity of Learning Neural Networks
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