机器学习必学系类经典论文

[{"title":"（ 57 个子文件 69.24MB ） 机器学习必学系类经典论文","children":[{"title":"机器学习经典论文1","children":[{"title":"Probabilistic","children":[{"title":"An Introduction to MCMC for Machine Learning.pdf <span style='color:#111;'> 479.77KB </span>","children":null,"spread":false},{"title":"Approximate Policy Iteration_ A Survey and Some New Methods.pdf <span style='color:#111;'> 1.63MB </span>","children":null,"spread":false}],"spread":true},{"title":"Multi-armed Bandit","children":[{"title":"Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems.pdf <span style='color:#111;'> 807.98KB </span>","children":null,"spread":false}],"spread":true},{"title":"Learning Theory","children":[{"title":"Introduction to Statistical Learning Theory.pdf <span style='color:#111;'> 286.59KB </span>","children":null,"spread":false}],"spread":true},{"title":"Probabilistic Models","children":[{"title":"An Introduction to Conditional Random Fields.pdf <span style='color:#111;'> 674.86KB </span>","children":null,"spread":false}],"spread":true},{"title":"Randomized Algorithms","children":[{"title":"Randomized Algorithms for Matrices and Data.pdf <span style='color:#111;'> 2.52MB </span>","children":null,"spread":false}],"spread":true},{"title":"Networks","children":[{"title":"Graph Mining_ Laws, Generators, and Algorithms.pdf <span style='color:#111;'> 874.09KB </span>","children":null,"spread":false},{"title":"A Survey of Statistical Network Models.pdf <span style='color:#111;'> 1.73MB </span>","children":null,"spread":false},{"title":"Community Detection in Graphs.pdf <span style='color:#111;'> 5.62MB </span>","children":null,"spread":false},{"title":"Link Mining_ A New Data Mining Challenge.pdf <span style='color:#111;'> 51.80KB </span>","children":null,"spread":false},{"title":"Graph Clustering.pdf <span style='color:#111;'> 1.95MB </span>","children":null,"spread":false},{"title":"Communities in Networks.pdf <span style='color:#111;'> 543.48KB 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Approach to Machine Learning_ An Overview.pdf <span style='color:#111;'> 187.58KB </span>","children":null,"spread":false},{"title":"A Survey on Wavelet Applications in Data Mining.pdf <span style='color:#111;'> 274.96KB </span>","children":null,"spread":false},{"title":"Survey on Frequent Pattern Mining.pdf <span style='color:#111;'> 281.26KB </span>","children":null,"spread":false},{"title":"A Tutorial on the Cross-Entropy Method.pdf <span style='color:#111;'> 3.19MB </span>","children":null,"spread":false},{"title":"Top 10 Algorithms in Data Mining.pdf <span style='color:#111;'> 783.19KB </span>","children":null,"spread":false},{"title":"Semi-Supervised Learning Literature Survey.pdf <span style='color:#111;'> 527.22KB </span>","children":null,"spread":false},{"title":"Interestingness Measures for Data Mining_ A Survey.pdf <span style='color:#111;'> 245.33KB </span>","children":null,"spread":false},{"title":"A Few Useful Things to Know about Machine Learning.pdf <span style='color:#111;'> 139.89KB </span>","children":null,"spread":false}],"spread":false},{"title":"On-Line Learning","children":[{"title":"On-Line Algorithms in Machine Learning.pdf <span style='color:#111;'> 239.14KB </span>","children":null,"spread":false}],"spread":true},{"title":"Game Theory","children":[{"title":"Computer Poker_ A Review.pdf <span style='color:#111;'> 1.12MB </span>","children":null,"spread":false}],"spread":true},{"title":"Planning and Scheduling","children":[{"title":"A Review of Machine Learning for Automated Planning.pdf <span style='color:#111;'> 368.98KB </span>","children":null,"spread":false}],"spread":true},{"title":"Mathematics","children":[{"title":"Topology and Data.pdf <span style='color:#111;'> 1.74MB </span>","children":null,"spread":false}],"spread":true},{"title":"Natural Language Processing","children":[{"title":"Web Mining Research_ A Survey.pdf <span style='color:#111;'> 233.57KB </span>","children":null,"spread":false},{"title":"Machine Transliteration Survey.pdf <span style='color:#111;'> 580.13KB </span>","children":null,"spread":false},{"title":"Survey of Text Clustering.pdf <span style='color:#111;'> 282.44KB </span>","children":null,"spread":false},{"title":"Translation Techniques in Cross-Language Information Retrieval.pdf <span style='color:#111;'> 639.88KB </span>","children":null,"spread":false},{"title":"Comprehensive Review of Opinion Summarization.pdf <span style='color:#111;'> 913.91KB </span>","children":null,"spread":false},{"title":"Probabilistic Topic Models.pdf <span style='color:#111;'> 1007.73KB </span>","children":null,"spread":false},{"title":"Opinion Mining and Sentiment Analysis.pdf <span style='color:#111;'> 1.10MB </span>","children":null,"spread":false},{"title":"Machine Learning in Automated Text Categorization.pdf <span style='color:#111;'> 496.85KB </span>","children":null,"spread":false},{"title":"Statistical Machine Translation.pdf <span style='color:#111;'> 1.01MB 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Survey of Very Large-Scale Neighborhood Search Techniques.pdf <span style='color:#111;'> 243.74KB </span>","children":null,"spread":false}],"spread":true},{"title":"kernel methods","children":[{"title":"Kernels for Vector-Valued Functions_ a Review.pdf <span style='color:#111;'> 581.23KB </span>","children":null,"spread":false}],"spread":true},{"title":"Graphical Models","children":[{"title":"An Introduction to Variational Methods for Graphical Models.pdf <span style='color:#111;'> 546.93KB </span>","children":null,"spread":false}],"spread":true},{"title":"Natural Computing","children":[{"title":"Data Mining in Soft Computing Framework_ A Survey.pdf <span style='color:#111;'> 164.41KB </span>","children":null,"spread":false},{"title":"Neural Networks for Classification_ A Survey.pdf <span style='color:#111;'> 147.06KB </span>","children":null,"spread":false},{"title":"Reservoir Computing Approaches to Recurrent Neural Network Training.pdf <span style='color:#111;'> 573.92KB 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