This page contains alphabetically-sorted links to all terms with well-known acronyms.

• 1-bit SGD - 1-bit Stochastic Gradient Descent (1-bit SGD)

• ACE - Alternating conditional expectation (ACE) algorithm

• BLEU - Bilingual Evaluation Understudy (BLEU)

• BPMF - Bayesian Probabilistic Matrix Factorization (BPMF)

• BPTT - Backpropagation Through Time (BPTT)

• BRNN - Bidirectional Recurrent Neural Network (BRNN)

• CAE - Contractive autoencoder (CAE)

• CBOW - Continuous-Bag-of-Words (CBOW)

• CMMs - Conditional Markov Models (CMMs)

• CNN - Convolutional Neural Networks (CNN)

• CRFs - Conditional Random Fields (CRFs)

• CTC - Connectionist Temporal Classification (CTC)

• CTR - Collaborative Topic Regression (CTR)

• DCGAN - Deep Convolutional Generative Adversarial Network (DCGAN)

• DE - Differential Evolution (DE)

• ELU - Exponential Linear Unit (ELU)

• EM - Expectation-maximization (EM) algorithm

• F1 Score - Harmonic Precision-Recall Mean (F1 Score)

• FFT - Fast Fourier transform (FFT)

• FST - Finite-state transducer (FST)

• GAM - Generalized additive model (GAM)

• GAN - Generative Adversarial Network (GAN)

• GAP - Global Average Pooling (GAP)

• GMM - Gaussian mixture model (GMM)

• Global Vectors - GloVe (Global Vectors) embeddings

• HDP - Hierarchical Dirichlet process (HDP)

• HMMs - Hidden Markov Models (HMMs)

• KL - Kullback-Leibler (KL) divergence

• LDA - Latent Dirichlet allocation (LDA)

• LDA - Linear discriminant analysis (LDA)

• LDADE - Latent Dirichlet Allocation Differential Evolution (LDADE)

• LSA - Latent semantic analysis (LSA)

• LSI - Latent Semantic Indexing (LSI)

• LSTM - Long Short-Term Memory (LSTM)

• LTR - Learning To Rank (LTR)

• MAP - Maximum A Posteriori (MAP) Estimation

• MCMC - Markov Chain Monte Carlo (MCMC)

• MDL - Minimum description length (MDL) principle

• MDRNN - Multidimensional recurrent neural network (MDRNN)

• MLE - Maximum Likelihood Estimation (MLE)

• MRR - Mean Reciprocal Rank (MRR)

• NER - Named Entity Recognition (NER)

• NERQ - Named Entity Recognition in Query (NERQ)

• NFL - No Free Lunch (NFL) theorem

• NTM - Neural Turing Machine (NTM)

• PACO - Poisson Additive Co-Clustering (PACO)

• PCA - Principal Component Analysis (PCA)

• PLSI - Probabilistic Latent Semantic Indexing (PLSI)

• PMF - Probabilistic Matrix Factorization (PMF)

• PMI - Pointwise Mutual Information (PMI)

• POS - Part-of-Speech (POS) Tagging

• PPMI - Positive Pointwise Mutual Information (PPMI)

• PYTM - Pitman-Yor Topic Modeling (PYTM)

• RF - Random Forest (RF)

• RL - Reinforcement Learning (RL)

• RLFM - Regression based latent factors (RLFM)

• RNNLM - Recurrent Neural Network Language Model (RNNLM)

• ROC - Receiver Operating Characteristic (ROC)

• ReLU - Rectified Linear Unit (ReLU)

• SBM - Stochastic block model (SBM)

• SBO - Structured Bayesian optimization (SBO)

• SBSE - Search-based software engineering (SBSE)

• SCH - Stochastic convex hull (SCH)

• SGD - Stochastic Gradient Descent (SGD)

• SGVB - Stochastic Gradient Variational Bayes (SGVB)

• SMBO - Sequential Model-Based Optimization (SMBO)

• SSVM - Smooth support vector machine (SSVM)

• SVD - Singular Value Decomposition (SVD)

• SVM - Support Vector Machine (SVM)

• TGAN - Temporal Generative Adversarial Network (TGAN)

• TRPO - Trust Region Policy Optimization (TRPO)

• VAE - Variational Autoencoder (VAE)

• VQ-VAE - Vector-Quantized Variational Autoencoders (VQ-VAE)

• WFST - Weighted finite-state transducer (WFST)

• audio - Bit transparency (audio)

• convolution - Filter (convolution)

• convolution - Kernel (convolution)

• convolution - Padding (convolution)

• convolution - Sobel filter (convolution)

• convolution - Stride (convolution)

• disambiguation - Facet (disambiguation)

• hLDA - Hierarchical Latent Dirichlet allocation (hLDA)

• i.i.d - Independent and Identically Distributed (i.i.d)

• intersection over union - Jaccard index (intersection over union)

• object detection algorithm - YOLO (object detection algorithm)

• object detection algorithm - YOLO9000 (object detection algorithm)

• object detection algorithm - YOLOv2 (object detection algorithm)

• seq2seq - Sequence to Sequence Learning (seq2seq)

• visualization tool - Facet (visualization tool)