Tag: Gradient descent

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Story of Gradient Boosting: How It Evolved Over Years

Added to Collection on: 2021-06-20 10:30:00

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Machine learning
Ensemble learning
Artificial intelligence
Learning
Gradient boosting
Boosting
AdaBoost
Decision stump
XGBoost
Gradient descent
Decision tree
LogitBoost
Google
Allstate

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What is the Plateau Problem in Neural Networks and How to Fix it? - Analytics India Magazine

Added to Collection on: 2021-09-19 10:30:00

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Academic disciplines
Numerical analysis
Machine learning
Algorithms
Artificial neural networks
Learning
Computational statistics
Computational neuroscience
Learning rate
Training, validation, and test sets
Learning rule
Gradient descent

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A beginner's guide to stochastic gradient descent from scratch - Analytics India Magazine

Added to Collection on: 2022-03-13 04:40:25

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Numerical analysis
Algorithms
Fields of mathematics
Stochastic optimization
Computational statistics
Machine learning algorithms
Mathematical optimization
Convex optimization
Stochastic gradient descent
Gradient descent
Artificial neural network
Stochastic approximation

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Crash Course: Neural Networks Part 4: Learning with Backpropagation - DataDrivenInvestor

Added to Collection on: 2022-08-07 04:42:30

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Artificial neural networks
Academic disciplines
Applied mathematics
Algorithms
Computational statistics
Machine learning algorithms
Computational neuroscience
Stochastic optimization
Backpropagation
Stochastic gradient descent
Gradient descent
Learning rule

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NeurIPS 2022 | MIT & Meta Enable Gradient Descent Optimizers to Automatically Tune Their ...

Added to Collection on: 2022-11-25 05:41:45

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Numerical analysis
Machine learning
Fields of mathematics
Algorithms
Model selection
Computational statistics
Computational neuroscience
Artificial neural networks
Hyperparameter
Mathematical optimization
Gradient descent
Backpropagation
Adam

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Tuning Adam Optimizer Parameters in PyTorch - KDnuggets

Added to Collection on: 2022-12-15 13:19:34

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Artificial intelligence
Machine learning
Numerical analysis
Fields of mathematics
Model selection
Computational statistics
Computational neuroscience
Learning rate
Stochastic gradient descent
Mathematical optimization
Gradient descent
Artificial neural network
Adam

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New Insights into Backpropagation part3(Machine Learning) - Monodeep Mukherjee

Added to Collection on: 2024-02-29 17:35:09

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Convex optimization
Mathematical optimization
Machine learning algorithms
Stochastic optimization
Gradient descent
Dynamic mode decomposition
Regularization
Stochastic gradient descent
Deep learning

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Working with Natural Gradients part6(Machine Learning 2024) - Medium

Added to Collection on: 2024-04-17 19:01:50

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Computational statistics
Stochastic optimization
Mathematical optimization
Convex optimization
Machine learning algorithms
Stochastic gradient descent
Gradient descent
Reinforcement learning
Gradient method
Neural network
Hessian matrix

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Transforming Partial Differential Equations PDE Solutions with 'TENG' - MarkTechPost

Added to Collection on: 2024-04-21 21:18:26

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Computational neuroscience
Differential equations
Mathematical optimization
Computational statistics
Partial differential equation
Neural network
Artificial intelligence
Gradient descent

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Working with Stochastic variance reduced gradient part8(Machine Learning optimization)

Added to Collection on: 2024-07-25 08:16:19

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Stochastic optimization
Convex optimization
Machine learning algorithms
Computational statistics
SVRG
Stochastic gradient descent
Inverse problem
Regularization
Gradient descent
Mathematical optimization
Stochastic variance reduction

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