Matrix factorization Articles

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10/3/2021 • EN

A summary of key papers and talks from the RecSys 2021 conference, focusing on collaborative filtering, model comparisons, and deployment strategies.

Collaborative Filtering Deep Learning matrix factorization Neural Collaborative Filtering Recommender Systems

1/6/2020 • EN

A guide to building a recommender system using PyTorch on a laptop, covering data acquisition, parsing, and multiple modeling techniques.

Collaborative Filtering Machine Learning matrix factorization Pytorch Recommender Systems

12/31/2016 • EN

A researcher's 2016 highlights: AI mapping to human vision, brain-based autism prediction, and fast matrix factorization algorithms for neuroimaging.

artificial intelligence Brain Imaging Machine Learning matrix factorization Neuroscience

12/13/2013 • EN

An author critiques the overuse of PCA in data science, arguing it's not a universal solution for classification problems.

classification dimensionality reduction Machine Learning matrix factorization pca

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