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Solving MDP Value function with large state using Neural Networks

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#markov-chains #markov-process #neural-networks #dynamic-programming
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How to derive the gradient of RNN and what is the definition of Loss function in this graph?

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#optimization #gradient-descent #neural-networks
149
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Neural Network with Inner Loop

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#neural-networks
38
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how to compute $\frac{\partial L_{total}}{\partial \overrightarrow{x}}$ in Neural Style Transfer

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#machine-learning #neural-networks
99
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Uniform stability of equilibrium

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#ordinary-differential-equations #dynamical-systems #stability-in-odes #neural-networks #lyapunov-functions
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How does Variational AutoEncoder (VAE) get mean and variance?

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#machine-learning #entropy #neural-networks
193
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Back propagation for cross entropy loss function with softmax

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#gradient-descent #neural-networks
55
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Statistical loss function for categorical distributions

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#probability #probability-distributions #metric-spaces #machine-learning #neural-networks
161
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Matrix Differentiation of Generative Neural Network

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#derivatives #optimization #matrix-calculus #neural-networks
18
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What is the relation between the number of neurons of an ANN and the number of hidden layers?

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#linear-algebra #machine-learning #neural-networks
215
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What is an example of XOR?

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#logic #computer-science #propositional-calculus #machine-learning #neural-networks
110
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Interpolation Capability of Deep Neural Networks of bounded height

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#statistics #machine-learning #neural-networks
21
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Neural network training: skipping layers when performing weight updates

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#gradient-descent #neural-networks
33
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Trouble understanding the partial differentiation used in reinforcement learning

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#calculus #derivatives #partial-differential-equations #neural-networks
63
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Difficulty understanding Armijo rule in the context of backpropagation

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#machine-learning #numerical-optimization #gradient-descent #neural-networks

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