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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)

Smart Contract Vulnerability Detection using Graph Neural Network IJCAI 2020 Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems AAAI 2020 Smash at SemEval-2020 Task 7: Optimizing the Hyperparameters of ERNIE 2.0 for Humor Ranking and Rating SemEval 2020 Smatgrisene at SemEval-2020 Task 12: Offense Detection by AI - with a Pinch of Real I SemEval 2020 Smooth And Consistent Probabilistic Regression Trees NeurIPS 2020 Smooth Contextual Bandits: Bridging the Parametric and Non-differentiable Regret Regimes COLT 2020 Smooth Shells: Multi-Scale Shape Registration With Functional Maps CVPR 2020 SMYRF - Efficient Attention using Asymmetric Clustering NeurIPS 2020 SnapBoost: A Heterogeneous Boosting Machine NeurIPS 2020 SNEQ: Semi-Supervised Attributed Network Embedding with Attention-Based Quantisation AAAI 2020 SNODE: Spectral Discretization of Neural ODEs for System Identification ICLR 2020 SO at SemEval-2020 Task 7: DeepPavlov Logistic Regression with BERT Embeddings vs SVR at Funniness Evaluation SemEval 2020 Sobolev Norm Learning Rates for Regularized Least-Squares Algorithms JMLR 2020 Social Influence Does Matter: User Action Prediction for In-Feed Advertising AAAI 2020 Social Media Attributions in the Context of Water Crisis EMNLP 2020 Social Media Unrest Prediction during the COVID-19 Pandemic: Neural Implicit Motive Pattern Recognition as Psychometric Signs of Severe Crises COLING 2020 Social Network Analysis using RLVECN: Representation Learning via Knowledge-Graph Embeddings and Convolutional Neural-Network IJCAI 2020 Softmax Dissection: Towards Understanding Intra- and Inter-Class Objective for Embedding Learning AAAI 2020 SOGNet: Scene Overlap Graph Network for Panoptic Segmentation AAAI 2020 Solomon at SemEval-2020 Task 11: Ensemble Architecture for Fine-Tuned Propaganda Detection in News Articles SemEval 2020 SOLOv2: Dynamic and Fast Instance Segmentation NeurIPS 2020 Solving General Elliptical Mixture Models through an Approximate Wasserstein Manifold AAAI 2020 Solving Math Word Problems with Multi-Encoders and Multi-Decoders COLING 2020 Solving Mixed-Modal Jigsaw Puzzle for Fine-Grained Sketch-Based Image Retrieval CVPR 2020 Solving Multiple Inference by Minimizing Expected Loss PGM 2020