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This page contains links to terms that have short amounts of content. They should be expanded and turned into full-fledged glossary entries.

Page Title Character(s) Reference(s)
ACCAMS 65 1
ADADELTA 149 1
Abscissa 121 0
AdaBoost 194 0
Additive clustering 0 0
Additive model 0 1
Adversarial Variational Bayes 0 1
Adversarial autoencoder 0 1
Affine space 0 0
Affinity analysis 0 1
Affinity propagation clustering 0 1
Alternating conditional expectation (ACE) algorithm 0 1
Antonym 0 0
Association rule mining 0 2
Attention Mechanism 0 0
Autocorrelation matrix 0 1
Average pooling 0 0
Backprop 0 0
Backpropagation 159 2
Backpropagation Through Time (BPTT) 0 1
Batch normalization 0 4
Bayesian Probabilistic Matrix Factorization (BPMF) 0 0
Bayesian optimization 0 0
Bias 0 2
Bidirectional LSTM 0 0
Bidirectional Recurrent Neural Network (BRNN) 0 0
Bilingual Evaluation Understudy (BLEU) 0 0
Binary Tree LSTM 0 1
Black-Box optimization 0 0
Boltzmann machine 0 1
Categorical mixture model 0 0
Child-Sum Tree-LSTM 0 1
Chinese Restaurant Process 0 0
Clustering 0 0
Clustering stability 0 0
Co-clustering 0 0
Collaborative Topic Regression (CTR) 0 0
Collaborative filtering 0 0
Community detection 134 0
Community structure 0 1
Conditional GAN 0 0
Conditional Markov Models (CMMs) 0 0
Conditional Random Fields (CRFs) 0 1
Confusion matrix 0 0
Connectionism 0 1
Constituency Tree-LSTM 0 1
Contextual Bandit 0 2
Continuous-Bag-of-Words (CBOW) 190 0
Contractive autoencoder (CAE) 0 0
Convex optimization 0 0
Convolutional Neural Networks (CNN) 0 3
Cosine similarity 0 0
Covariance 0 0
Covariate shift 0 1
Cross-Entropy loss 0 0
Decision tree 184 1
Deep Learning 148 1
Denoising autoencoder 0 0
Dependency Tree LSTM 0 1
Derivative-free optimization 0 2
Differential Evolution (DE) 0 1
Differential Topic Modeling 0 0
Dirichlet process 0 0
Dirichlet-multinomial distribution 0 1
Domain adaptation 0 1
Dynamic k-Max Pooling 0 1
Early stopping 0 0
Error-Correcting Tournaments 0 1
Expectation 0 0
Expectation-maximization (EM) algorithm 0 1
Exploding gradient problem 0 0
Exponential Linear Unit (ELU) 0 2
Fast Fourier transform (FFT) 0 1
Fast R-CNN 0 1
Feature learning 0 0
Finite-state transducer (FST) 0 1
Gap statistic 0 1
Gaussian mixture model (GMM) 0 1
Generalized additive model (GAM) 0 1
Gibbs sampling 0 0
GloVe (Global Vectors) embeddings 91 2
Global Average Pooling (GAP) 0 1
GoogLeNet 0 0
Gradient Clipping 0 2
Graph 0 0
Graph Neural Network 0 1
Grid search 0 0
Hamming distance 0 0
Helvetica scenario 0 0
Hessian matrix 0 0
Hessian-free optimization 0 3
Hidden Markov Models (HMMs) 0 0
Hierarchical Dirichlet process (HDP) 0 0
Hierarchical Latent Dirichlet allocation (hLDA) 0 0
Hierarchical Softmax 0 0
Hypergraph 194 3
Hypernetwork 0 1
Hypernym 0 0
Hyperparameter 0 0
Hyponym 0 0
Identity mapping 0 0
Importance sampling 0 0
Inception 152 7
Indian Buffet Process 0 1
Jacobian matrix 0 0
K-Means clustering 0 0
Kernel (convolution) 0 0
Kullback-Leibler (KL) divergence 0 0
Laplacian matrix 0 0
Latent Dirichlet allocation (LDA) 0 0
Latent Semantic Indexing (LSI) 0 3
Latent semantic analysis (LSA) 0 0
Learning To Rank (LTR) 123 2
Learning rate 0 0
Learning rate annealing 0 0
Learning rate decay 0 2
Lexeme 0 0
Likelihood 195 0
Linear discriminant analysis (LDA) 0 0
Loss function 0 0
Market basket analysis 0 0
Markov Chain Monte Carlo (MCMC) 0 0
Max Pooling 0 0
Max-margin loss 0 0
Maximum A Posteriori (MAP) Estimation 0 0
Maximum Likelihood Estimation (MLE) 0 0
Maxout 0 1
Mention-pair coreference model 0 1
Mention-ranking coreference model 0 1
Meronym 0 0
Meta learning 0 1
Mini-Batching 0 0
Minibatch Gradient Descent 0 0
Minimal matching distance 0 0
Minimum description length (MDL) principle 0 1
Mixed-membership model 0 0
Model averaging 0 0
Model compression 0 0
Moore-Penrose Pseudoinverse 0 0
Multi-Armed Bandit 0 0
Multidimensional recurrent neural network (MDRNN) 0 2
Multilayer LSTM 0 0
Multinomial distribution 0 0
Mutual information 0 1
N-ary Tree LSTM 0 1
Named Entity Recognition (NER) 0 1
Narrow convolution 0 0
Natural Language Processing 0 0
Negative Log Likelihood 0 2
Negative Sampling 0 0
Nested Chinese Restaurant Process 0 0
Neural network 0 0
No Free Lunch (NFL) theorem 137 2
Nonparametric 0 1
Nonparametric clustering 0 0
Nonparametric regression 0 1
Object detection 0 0
One-dimensional convolution 0 0
Optimization 0 0
PageRank 0 1
Parameter sharing 0 0
Parametric clustering 0 0
Passive-Aggressive Algorithm 0 2
Pertainym 0 0
Pitman-Yor Topic Modeling (PYTM) 0 0
Pixel Recurrent Neural Network 0 1
Point Estimator 90 0
Pointwise Mutual Information (PMI) 0 0
Poisson Additive Co-Clustering (PACO) 0 1
Policy Gradient 0 1
Polysemy 0 0
Positive Pointwise Mutual Information (PPMI) 0 0
Principal Component Analysis (PCA) 0 0
Probabilistic Latent Semantic Indexing (PLSI) 0 0
Probabilistic Matrix Factorization (PMF) 0 0
PĆ³lya urn model 0 1
Q-learning 0 0
R-CNN 0 2
REINFORCE Policy Gradient Algorithm 0 1
RMSProp 0 0
Rand Index 0 0
Random Forest (RF) 0 0
Random optimization 0 1
Random search 0 0
Receiver Operating Characteristic (ROC) 0 0
Recurrent Neural Network Language Model (RNNLM) 111 1
Recursive Neural Network 0 0
Regression based latent factors (RLFM) 0 0
Regularization 0 0
Reparameterization trick 0 3
Representation learning 0 3
Second-order information 191 0
Sequential Model-Based Optimization (SMBO) 0 1
Sequential pattern mining 0 1
Singular Value Decomposition (SVD) 0 0
Skip-Gram 0 0
Smooth support vector machine (SSVM) 0 1
Sparse autoencoder 0 0
Spearman's Rank Correlation Coefficient 0 0
Stacked autoencoder 0 0
Standard deviation 0 1
Stochastic Gradient Descent (SGD) 0 0
Stochastic Gradient Variational Bayes (SGVB) 0 0
Stochastic Optimization 0 0
Stochastic block model (SBM) 120 0
Stochastic convex hull (SCH) 0 4
Stride (convolution) 124 0
Structured Bayesian optimization (SBO) 0 1
Structured learning 0 2
Tabu Search 0 2
Temporal Generative Adversarial Network (TGAN) 0 1
Temporal classification 0 0
Test term 122 0
TextRank 139 1
Textual entailment 0 0
Time-delayed neural network 0 0
Time-delayed signal 0 0
Transduction 176 1
Triplet loss function 0 0
Troponym 0 0
Trust Region Policy Optimization (TRPO) 0 1
Underfitting 0 0
Unsupervised learning 146 1
Vanishing gradient problem 0 0
Variation of Information distance 0 1
Variational Autoencoder (VAE) 0 0
Weighted finite-state transducer (WFST) 0 1
Wide convolution 0 0
Wronskian matrix 0 0
YOLO9000 (object detection algorithm) 0 0
YOLOv2 (object detection algorithm) 0 2
k-Max Pooling 0 1