Core Methods
48,729 papers (8 classified directly here)
Subtopics
Representation Learning (20,822)
Classification (15,805)
Regression (5,004)
Embedding Learning (3,753)
Clustering (3,638)
Metric Learning (2,854)
Graph Neural Networks (1,141)
Graphical Models (985)
Feature Learning (860)
Dimensionality Reduction (707)
Kernel Methods (642)
Interpretability (499)
Feature Selection (479)
Matrix Factorization (383)
Ranking (283)
Ensemble Methods (267)
Anomaly Detection (267)
Support Vector Machine (254)
Sequence Modeling (237)
Structured Prediction (205)
Sequence Labeling (166)
Topic Modeling (123)
Sparse Coding (107)
Matrix Completion (103)
Retrieval (99)
Neural Networks (79)
Inference (21)
Model Selection (19)
Decision Tree (16)
Prediction (15)
Density Estimation (9)
Estimation (8)
Feature Extraction (7)
Information Extraction (7)
Papers per year
4
21
30
54
37
48
215
211
239
249
348
358
476
928
806
949
1382
2086
3056
4548
4892
5398
5338
5858
5392
4576
1230
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