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Tags: optimization* + machine learning*

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1. Support Vector Classifier, Explained: A Visual Guide with Mini 2D Dataset

   Support Vector Machine (SVM) algorithm with a focus on classification tasks, using a simple 2D dataset for illustration. It explains key concepts like hard and soft margins, support vectors, kernel tricks, and optimization probles.

   2024-10-01 Tags: support vector machine, classification, machine learning, data science, kernel trick, optimization by klotz
2. Stop Using Elbow Method in K-means Clustering, Instead, Use this! | by Anmol Tomar | Towards Data Science

   Elbow curve and Silhouette plots both are very useful techniques for finding the optimal K for K-means clustering

   2023-02-13 Tags: elbow, silhouette, optimization, k for k-means, clustering, machine learning, python by klotz
3. [1803.03635] The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks

   2020-05-02 Tags: deep learning, training, lottery ticket, optimization, mit by klotz
4. L-BFGS and neural nets : MachineLearning

   2019-04-16 Tags: bfgs, l-bfgs, adam, optimization, machine learning, deep learning, algorithms by klotz
5. Compute Job Memory Recommender System Using Machine Learning

   2018-10-29 Tags: splunk, machine learning, prediction, optimization, memory by klotz
6. Spiral: Self-tuning services via real-time machine learning – Facebook Code

   2020-03-10 Tags: facebook, machine learning, optimization by klotz

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