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Discriminator 判別器 

Distance measure 距離度量 

Distance metric learning 距離度量學(xué)習(xí) 

Distribution 分布 

Divergence 散度 

Diversity measure 多樣性度量／差異性度量 

Domain adaption 領(lǐng)域自適應(yīng) 

Downsampling 下采樣 

D-separation （Directed separation） 有向分離 

Dual problem 對偶問題 

Dummy node 啞結(jié)點 

Dynamic Fusion 動態(tài)融合 

Dynamic programming 動態(tài)規(guī)劃

Eigenvalue decomposition 特征值分解 

Embedding 嵌入 

Emotional analysis 情緒分析 

Empirical conditional entropy 經(jīng)驗條件熵 

Empirical entropy 經(jīng)驗熵 

Empirical error 經(jīng)驗誤差 

Empirical risk 經(jīng)驗風(fēng)險 

End-to-End 端到端 

Energy-based model 基于能量的模型 

Ensemble learning 集成學(xué)習(xí) 

Ensemble pruning 集成修剪 

Error Correcting Output Codes／ECOC 糾錯輸出碼 

Error rate 錯誤率 

Error-ambiguity decomposition 誤差-分歧分解 

Euclidean distance 歐氏距離 

Evolutionary computation 演化計算 

Expectation-Maximization 期望最大化 

Expected loss 期望損失 

Exploding Gradient Problem 梯度爆炸問題 

Exponential loss function 指數(shù)損失函數(shù) 

Extreme Learning Machine/ELM 超限學(xué)習(xí)機

Factorization 因子分解 

False negative 假負類 

False positive 假正類 

False Positive Rate/FPR 假正例率 

Feature engineering 特征工程 

Feature selection 特征選擇 

Feature vector 特征向量 

Featured Learning 特征學(xué)習(xí) 

Feedforward Neural Networks/FNN 前饋神經(jīng)網(wǎng)絡(luò) 

Fine-tuning 微調(diào) 

Flipping output 翻轉(zhuǎn)法 

Fluctuation 震蕩 

Forward stagewise algorithm 前向分步算法 

Frequentist 頻率主義學(xué)派 

Full-rank matrix 滿秩矩陣 

Functional neuron 功能神經(jīng)元

Gain ratio 增益率 

Game theory 博弈論 

Gaussian kernel function 高斯核函數(shù) 

Gaussian Mixture Model 高斯混合模型 

General Problem Solving 通用問題求解 

Generalization 泛化 

Generalization error 泛化誤差 

Generalization error bound 泛化誤差上界 

Generalized Lagrange function 廣義拉格朗日函數(shù) 

Generalized linear model 廣義線性模型 

Generalized Rayleigh quotient 廣義瑞利商 

Generative Adversarial Networks/GAN 生成對抗網(wǎng)絡(luò)