probability theory Archives

Example random neural network when using Dropconnect

Almost Sure Convergence of Dropout Algorithms for Neural Networks

We have submitted Almost Sure Convergence of Dropout Algorithms for Neural Networks, and it is currently under review. This is joint work between Albert Senen-Cerda and myself.

Schematic depiction of the hitting time for the Schatten p norm

New publications

Markov chains for error accumulation in quantum circuits

We have submitted Markov chains for error accumulation in quantum circuits, and it is currently under review. This is joint work between Long Ma and myself. A preprint is available on arXiv.

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Tag: probability theory

Almost Sure Convergence of Dropout Algorithms for Neural Networks

Markov chains for error accumulation in quantum circuits

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Model selection: History-dependent stochastic processes and Markov chains

Reconstruction of inheritance trees in families of plants

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