Beike Product & Technology
Mar 21, 2019 · Artificial Intelligence
Optimization Foundations and Applications in Machine Learning and Computer Vision
This article introduces how machine learning problems are formulated as optimization tasks, explains the construction of objective functions with examples such as linear regression, robust fitting, regularization, and demonstrates various applications ranging from K‑means clustering to image inpainting and 3D reconstruction.
Optimizationcomputer visionlinear regression
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