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cs.LG2024
An Exact Finite-dimensional Explicit Feature Map for Kernel Functions
Kamaledin Ghiasi-Shirazi, Mohammadreza Qaraei
Kernel methods in machine learning use a kernel function that takes two data points as input and returns their inner product after mapping them to a Hilbert space, implicitly and w…
cs.CV2024
Deep multi-prototype capsule networks
Saeid Abbassi, Kamaledin Ghiasi-Shirazi, Ahad Harati
Capsule networks are a type of neural network that identify image parts and form the instantiation parameters of a whole hierarchically. The goal behind the network is to perform a…