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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)

Image Matting With KL-Divergence Based Sparse Sampling ICCV 2015 Image Partitioning Into Convex Polygons CVPR 2015 Image Retrieval Using Scene Graphs CVPR 2015 Image Specificity CVPR 2015 Implementable confidence sets in high dimensional regression AISTATS 2015 Improving Ferns Ensembles by Sparsifying and Quantising Posterior Probabilities ICCV 2015 Improving Image Classification With Location Context ICCV 2015 Improving Sybil Detection via Graph Pruning and Regularization Techniques ACML 2015 Individual Planning in Infinite-Horizon Multiagent Settings: Inference, Structure and Scalability NeurIPS 2015 Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets NeurIPS 2015 Inferring Block Structure of Graphical Models in Exponential Families AISTATS 2015 Inferring Graphs from Cascades: A Sparse Recovery Framework ICML 2015 Infinite Edge Partition Models for Overlapping Community Detection and Link Prediction AISTATS 2015 Infinite Feature Selection ICCV 2015 Information Geometry and Minimum Description Length Networks ICML 2015 Integrating Parametric and Non-Parametric Models For Scene Labeling CVPR 2015 Integration of Single-view Graphs with Diffusion of Tensor Product Graphs for Multi-view Spectral Clustering ACML 2015 Intersecting Faces: Non-negative Matrix Factorization With New Guarantees ICML 2015 Intra-Frame Deblurring by Leveraging Inter-Frame Camera Motion CVPR 2015 Inverse Reinforcement Learning with Locally Consistent Reward Functions NeurIPS 2015 Is Feature Selection Secure against Training Data Poisoning? ICML 2015 Iterative and Active Graph Clustering Using Trace Norm Minimization Without Cluster Size Constraints JMLR 2015 Iteratively Reweighted Graph Cut for Multi-Label MRFs With Non-Convex Priors CVPR 2015 Joint Calibration of Ensemble of Exemplar SVMs CVPR 2015 Joint Camera Clustering and Surface Segmentation for Large-Scale Multi-View Stereo ICCV 2015