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Adding a new nonlinear function to another nonlinear function would improve the nonlinearity?

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#nonlinear-optimization #convolution #nonlinear-system #neural-networks
87
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Activation function and its slope in Neural network

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#machine-learning #neural-networks #linear-approximation
300
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How to estimate the gradient of an argmin function.

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#optimization #gradient-descent #neural-networks
31
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Finding the gradient of the squared $L_2$ matrix norm during constrained optimization

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#lagrange-multiplier #neural-networks #gradient-flows
72
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Iterative solvers for large symmetric indefinite linear systems.

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#linear-algebra #optimization #neural-networks #hessian-matrix
44
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How to write a function as a mapping that is composed of another function?

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#functions #notation #neural-networks
53
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Does the complex plane exist purely for commodity?

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#complex-analysis #neural-networks
48
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Functional Description of a Feed Forward Neural Network with 2 Hidden Layers

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#functions #notation #neural-networks
32
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how to calculate gradient manually in backpropagation if neural network architecture consists of linear, batch norm, leaky relu, linear?

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#neural-networks #backpropagation
26
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Intrinsic dimension calculated via 2_NN method vs Hausdroff dimension

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#measure-theory #machine-learning #fractals #neural-networks
25
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Universal approximation related to activation regions

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#real-analysis #functional-analysis #functions #machine-learning #neural-networks
126
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Are Neural Networks continuous?

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#real-analysis #continuity #machine-learning #neural-networks
108
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What calculus book do you recommend?

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#calculus #analysis #book-recommendation #machine-learning #neural-networks
275
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How to calculate the upper bound of the gradient of a multi layer ReLu neural network?

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#machine-learning #numerical-optimization #gradient-descent #neural-networks #backpropagation
63
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How linear system in neural networks creates curved surfaces?

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#differential-geometry #gradient-descent #neural-networks

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