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math.OC2020
Training without Gradients -- A Filtering Approach
Isaac Yaesh, Natan Grinfeld
A particle filtering approach is suggested for the training of multi-layer neural networks without utilizing gradients calculation. The network weights are considered to be the com…
math.OC2020
Static Output Feedback in an Anisotropic Norm Setup Revisited
Adrian-Mihail Stoica, Isaac Yaesh
The synthesis problem of static output feedback controllers within the anistropic-norm setup is revisited. A tractable synthesis approach involving iterations over a convex optimiz…