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Core Methods

51,083 papers (8 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Representation Learning (22,308) Classification (15,497) Regression (5,281) Clustering (3,809) Embedding Learning (3,795) Metric Learning (2,938) Graph Neural Networks (1,211) Graphical Models (1,093) Feature Learning (891) Kernel Methods (795) Dimensionality Reduction (780) Interpretability (512) Feature Selection (511) Matrix Factorization (408) Ranking (315) Ensemble Methods (300) Support Vector Machine (295) Anomaly Detection (281) Sequence Modeling (244) Structured Prediction (237) Sequence Labeling (157) Topic Modeling (150) Sparse Coding (140) Matrix Completion (131) Neural Networks (114) Retrieval (105) Density Estimation (104) Estimation (83) Inference (56) Decision Tree (50) Feature Extraction (40) Model Selection (39) Prediction (35) Information Extraction (7)

Papers per year

4
51
357
966
4,853
5,823
2000
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Papers (including subtopics)

Differentially Private Regression with Gaussian Processes AISTATS 2018 Differentially Private Robust Low-Rank Approximation NeurIPS 2018 Differential networking with path weights in Gaussian trees PGM 2018 Differentiated Attentive Representation Learning for Sentence Classification IJCAI 2018 Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting ICLR 2018 Diffusion Maps for Textual Network Embedding NeurIPS 2018 Di-LSTM Contrast : A Deep Neural Network for Metaphor Detection NAACL 2018 Dimensionality-Driven Learning with Noisy Labels ICML 2018 Dimensionality Reduced ℓ^0-Sparse Subspace Clustering AISTATS 2018 Dimensionality Reduction for Stationary Time Series via Stochastic Nonconvex Optimization NeurIPS 2018 Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds NeurIPS 2018 Dimensionality's Blessing: Clustering Images by Underlying Distribution CVPR 2018 Diminishing Returns Shape Constraints for Interpretability and Regularization NeurIPS 2018 DIMSIM: An Accurate Chinese Phonetic Similarity Algorithm Based on Learned High Dimensional Encoding CoNLL 2018 Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word Embeddings NAACL 2018 Direct Learning to Rank And Rerank AISTATS 2018 Direct Output Connection for a High-Rank Language Model EMNLP 2018 Direct Shape Regression Networks for End-to-End Face Alignment CVPR 2018 Dirichlet-based Gaussian Processes for Large-scale Calibrated Classification NeurIPS 2018 Dirichlet belief networks for topic structure learning NeurIPS 2018 Disambiguated skip-gram model EMNLP 2018 Disambiguating False-Alarm Hashtag Usages in Tweets for Irony Detection ACL 2018 Disconnected Manifold Learning for Generative Adversarial Networks NeurIPS 2018 Disconnected Recurrent Neural Networks for Text Categorization ACL 2018 Discourse Coherence: Concurrent Explicit and Implicit Relations ACL 2018