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Linear regression using gradient descent explained simply

Understand what is Linear Regression Gradient Descent in Machine Learning and how it is used. Linear Regression Gradient ...
IEEE

Reachability Analysis Using Constrained Polynomial Logical Zonotopes

Abstract: This letter presents a novel approach for reachability analysis of using constrained polynomial logical zonotopes. We perform reachability analysis to compute the set of reachable states ...
IEEE

Data-Driven Optimal Bidding Algorithm for VPP Using Polynomial Regression Model: Actual Case Study of Jeju Island

Abstract: This paper proposes a data-driven bidding algorithm for virtual power plants (VPPs) based on photovoltaic (PV) and wind energy sources to maximize revenue in the Korean electricity market, ...
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Logistic regression power explained using one derivative

Understanding the derivative of the cost function is key to mastering logistic regression. Learn how gradient descent updates weights efficiently in machine learning. #MachineLearning ...