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05/30/2023
Probabilistic Computation with Emerging Covariance: Towards Efficient Uncertainty Quantification
Building robust, interpretable, and secure artificial intelligence syste...
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05/23/2023
Toward spike-based stochastic neural computing
Inspired by the highly irregular spiking activity of cortical neurons, s...
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12/02/2022
An efficient numerical algorithm for the moment neural activation
Derived from spiking neuron models via the diffusion approximation, the ...
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06/03/2021
Tropical linear regression and mean payoff games: or, how to measure the distance to equilibria
We study a tropical linear regression problem consisting in finding the ...
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07/02/2019
Best k-layer neural network approximations
We investigate the geometry of the empirical risk minimization problem f...
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03/04/2016