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Interesting papers

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vanhoan310 edited this page Dec 19, 2019 · 14 revisions

  1. ML journal/conferences: journal thì có jmlr, ml, ai, jair hội thảo thì có neurips (trc đây là nips), icml, aaai, ijcai, IEEE International Conference on Big Data, KDD, Annual Conference on machine Learning, Optimization and Data science (LOD), European Conference on Machine learning and knowledge discovery in databases

  2. SVD & PCA
    https://medium.com/@jonathan_hui/machine-learning-singular-value-decomposition-svd-principal-component-analysis-pca-1d45e885e491
    https://stats.stackexchange.com/questions/134282/relationship-between-svd-and-pca-how-to-use-svd-to-perform-pca

  3. LSH: fast approximation of nearest neighbors. Identify similar gene/ duplicated documents/ K-NN construction, find similar songs, etc,
    https://towardsdatascience.com/fast-near-duplicate-image-search-using-locality-sensitive-hashing-d4c16058efcb
    https://www.youtube.com/watch?v=LqcwaW2YE_c

  4. Multi-view clusterings: data can be represented in various heterogeneous features or views
    Large-Scale Multi-View Spectral Clustering via Bipartite Graph

  5. Clustering/ EM algorithm: https://www.youtube.com/watch?v=REypj2sy_5U
    https://www.statisticshowto.datasciencecentral.com/em-algorithm-expectation-maximization/

  6. Use symbolic link to add shared directory to multiple location https://www.mkssoftware.com/docs/man1/ln.1.asp

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