図書

MLP機械学習プロフェッショナルシリーズ

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MLP機械学習プロフェッショナルシリーズ

Material type
図書
Author
-
Publisher
講談社
Publication date
2015.4-
Material Format
Paper
Capacity, size, etc.
21cm
NDC
-
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Related materials as well as pre- and post-revision versions

機械学習のための確率と統計 = Probability and statistics for machine learningLeave the NDL website. サポートベクトルマシン = Support vector machineLeave the NDL website. 音声認識Leave the NDL website. 異常検知と変化検知 = Anomaly detection and change detectionLeave the NDL website. 画像認識 = Image recognitionLeave the NDL website. ベイズ深層学習 = Bayesian deep learningLeave the NDL website. ノンパラメトリックベイズ : 点過程と統計的機械学習の数理 = Bayesian nonparametricsLeave the NDL website. 関係データ学習 = Learning from relational dataLeave the NDL website. 統計的因果探索 = Causal discoveryLeave the NDL website. データ解析におけるプライバシー保護 = Privacy preservation in data analyticsLeave the NDL website. 変分ベイズ学習 = Variational bayesian learningLeave the NDL website. バンディット問題の理論とアルゴリズム = Theory and algorithms for bandit problemsLeave the NDL website. 強化学習 = Reinforcement learningLeave the NDL website. ウェブデータの機械学習 = Machine learning of web dataLeave the NDL website. 統計的学習理論 = Statistical learning theoryLeave the NDL website. 劣モジュラ最適化と機械学習 = Machine learning with submodular functionsLeave the NDL website. オンライン機械学習 = Online machine learningLeave the NDL website. オンライン予測 = Online predictionLeave the NDL website. 確率的最適化 = Stochastic optimizationLeave the NDL website. グラフィカルモデル = Graphical modelsLeave the NDL website. ヒューマンコンピュテーションとクラウドソーシング = Human computation and crowdsourcingLeave the NDL website. トピックモデル = Topic modelsLeave the NDL website. スパース性に基づく機械学習 = Machine learning with sparsity inducing regularizationsLeave the NDL website. ガウス過程と機械学習 = Gaussian process and machine learningLeave the NDL website. 生命情報処理における機械学習 : 多重検定と推定量設計 = Machine learning in bioinformaticsLeave the NDL website. 機械学習のための連続最適化 = Continuous optimization for machine learningLeave the NDL website. 深層学習 = Deep learningLeave the NDL website. 深層学習による自然言語処理 = Natural language processing by deep learningLeave the NDL website. 深層学習Leave the NDL website. 最適輸送の理論とアルゴリズム = Theory and algorithms for optimal transportLeave the NDL website. 機械学習工学 = Machine learning engineeringLeave the NDL website.

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Table of Contents

  • 機械学習のための確率と統計 = Probability and statistics for machine learning

  • サポートベクトルマシン = Support vector machine

  • 音声認識

  • 異常検知と変化検知 = Anomaly detection and change detection

  • 画像認識 = Image recognition

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Paper

Material Type
図書
Title Transcription
MLP キカイ ガクシュウ プロフェッショナル シリーズ
Publication, Distribution, etc.
Publication Date
2015.4-
Publication Date (W3CDTF)
2015
Size
21cm
Alternative Title
Machine learning professional series
機械学習プロフェッショナルシリーズ : MLP
Place of Publication (Country Code)
ja
Target Audience
一般