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05/30/2023
KrADagrad: Kronecker Approximation-Domination Gradient Preconditioned Stochastic Optimization
Second order stochastic optimizers allow parameter update step size and ...
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05/15/2023
SKI to go Faster: Accelerating Toeplitz Neural Networks via Asymmetric Kernels
Toeplitz Neural Networks (TNNs) (Qin et. al. 2023) are a recent sequence...
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06/28/2018
Single Index Latent Variable Models for Network Topology Inference
A semi-parametric, non-linear regression model in the presence of latent...
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06/05/2018
EigenNetworks
In many applications, the interdependencies among a set of N time series...
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05/09/2017
SILVar: Single Index Latent Variable Models
A semi-parametric, non-linear regression model in the presence of latent...
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02/28/2015