Tag: Gradient descent

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Learning Math For Machine Learning And Artificial Intelligence Programming

Added to Collection on: 2019-01-28 09:07:30

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Theoretical computer science
Computational science
Mathematical analysis
Linear algebra
Calculus
Gradient descent

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Synced Tradition and Machine Learning Series | Part 2: Optimization Basics

Added to Collection on: 2021-01-23 14:26:15

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Numerical analysis
Algorithms
Fields of mathematics
Gradient descent
Mathematical optimization
Descent direction
Gauss–Newton algorithm
Stochastic gradient descent
Line search
Subgradient method
Conjugate gradient method

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Gradient Descent Optimization Technique In Machine learning

Added to Collection on: 2021-04-13 04:18:45

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Numerical analysis
Mathematical optimization
Academic disciplines
Algorithms
Estimation theory
Single-equation methods
Machine learning algorithms
Linear regression
Gradient descent
Regression analysis
Backpropagation
Gradient boosting

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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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Working with Nonconvex-Concave concept part1(Machine Learning Geometry) - Medium

Added to Collection on: 2023-12-17 20:40:24

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Convex analysis
Mathematical optimization
Oracle complexity
Convex function
Convex set
Concave function
Gradient descent

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

Added to Collection on: 2024-04-21 21:53:56

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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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