WebbWe present a provable, ... Our analytical bounds bridge the notions of compressibility and importance of network structures, which gives rise to a fully-automated procedure for identifying and preserving filters in layers that are essential to the network's performance. WebbWe focused on improving methods, and providing provable bounds of error, for quick and efficient monte carlo methods for scalar products. In particular we investigated the …
Non-convex Robust PCA: Provable Bounds - Simons Institute for …
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WebbIET Signal Processing - 2024 - Sinha - Audio classification using braided convolutional neural networks - Read online for free. http://robots.stanford.edu/papers/Likhachev03b.html Webb2014 We give algorithms with provable guarantees that learn a class of deep nets in the generative model view popularized by Hinton and others. Our generative model is an n node multilayer network that has degree at most nγ for some γ < 1 and each edge has a random edge weight in [-1,1]. sale of halloween costumes