Interesting papers - vanhoan310/tips GitHub Wiki

  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