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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)

S4D: Speaker Diarization Toolkit in Python Interspeech 2018 SafeCity: Understanding Diverse Forms of Sexual Harassment Personal Stories EMNLP 2018 SafeNet: Scale-normalization and Anchor-based Feature Extraction Network for Person Re-identification IJCAI 2018 Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks IJCAI 2018 Sample Efficient Stochastic Gradient Iterative Hard Thresholding Method for Stochastic Sparse Linear Regression with Limited Attribute Observation NeurIPS 2018 Sanskrit Sandhi Splitting using seq2(seq)2 EMNLP 2018 Saturating Splines and Feature Selection JMLR 2018 SB@GU at the Complex Word Identification 2018 Shared Task NAACL 2018 Scalable and Effective Deep CCA via Soft Decorrelation CVPR 2018 Scalable Dense Non-Rigid Structure-From-Motion: A Grassmannian Perspective CVPR 2018 Scalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition AISTATS 2018 Scalable Gaussian Processes with Grid-Structured Eigenfunctions (GP-GRIEF) ICML 2018 Scalable Generalized Dynamic Topic Models AISTATS 2018 Scalable Laplacian K-modes NeurIPS 2018 Scalable Multiplex Network Embedding IJCAI 2018 Scalable Robust Matrix Factorization with Nonconvex Loss NeurIPS 2018 Scalable Wide and Deep Learning for Computer Assisted Coding NAACL 2018 SCAN: Learning Hierarchical Compositional Visual Concepts ICLR 2018 SciREL at SemEval-2018 Task 7: A System for Semantic Relation Extraction and Classification SemEval 2018 Scoring and Classifying Implicit Positive Interpretations: A Challenge of Class Imbalance COLING 2018 Scoring Lexical Entailment with a Supervised Directional Similarity Network ACL 2018 SDCA-Powered Inexact Dual Augmented Lagrangian Method for Fast CRF Learning AISTATS 2018 SDMCH: Supervised Discrete Manifold-Embedded Cross-Modal Hashing IJCAI 2018 Searching for the X-Factor: Exploring Corpus Subjectivity for Word Embeddings ACL 2018 Second Language Acquisition Modeling: An Ensemble Approach NAACL 2018