MachineLearning

  • ShaiShalev-Shwartz
  • Machinelearningisoneofthefastestgrowingareasofcomputerscience,withfar-reachingapplicatio...
  • IanGoodfellow
  • "Writtenbythreeexpertsinthefield,DeepLearningistheonlycomprehensivebookonthesubject."--E...
  • 李航
  • 全面系统地介绍了统计学习的主要方法,特别是监督学习方法,包括感知机、k近邻法、朴素贝叶斯法、决策树、逻辑斯谛回归与支持向量机、提升方法、em算法、隐马尔可夫模型和条件随机场等。
  • DaphneKoller
  • Mosttasksrequireapersonoranautomatedsystemtoreason--toreachconclusionsbasedonavailablein...
  • RichardS.Sutton
  • Thesignificantlyexpandedandupdatedneweditionofawidelyusedtextonreinforcementlearning,one...
  • DavidBarber
  • Machinelearningmethodsextractvaluefromvastdatasetsquicklyandwithmodestresources.Theyaree...
  • YaserS.Abu-Mostafa
  • Machinelearningallowscomputationalsystemstoadaptivelyimprovetheirperformancewithexperien...
  • ChristopherBishop
  • Thedramaticgrowthinpracticalapplicationsformachinelearningoverthelasttenyearshasbeenacco...
  • 周志华
  • 内容全面;结构合理;叙述清楚;深入浅出。人工智能领域中文的开山之作!