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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)

Fast Kronecker Inference in Gaussian Processes with non-Gaussian Likelihoods ICML 2015 Fast Lifted MAP Inference via Partitioning NeurIPS 2015 Fast Mixing for Discrete Point Processes COLT 2015 Fast Orthogonal Projection Based on Kronecker Product ICCV 2015 Fast, Provable Algorithms for Isotonic Regression in all L_p-norms NeurIPS 2015 Fast Randomized Kernel Ridge Regression with Statistical Guarantees NeurIPS 2015 Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR 2015 Fast Two-Sample Testing with Analytic Representations of Probability Measures NeurIPS 2015 Feature-Budgeted Random Forest ICML 2015 Feature Selection for Linear SVM with Provable Guarantees AISTATS 2015 Filtered Feature Channels for Pedestrian Detection CVPR 2015 Finding Linear Structure in Large Datasets with Scalable Canonical Correlation Analysis ICML 2015 Fine-Grained Change Detection of Misaligned Scenes With Varied Illuminations ICCV 2015 Fine-Grained Visual Categorization via Multi-Stage Metric Learning CVPR 2015 Fisher Vectors Meet Neural Networks: A Hybrid Classification Architecture CVPR 2015 Fixation Bank: Learning to Reweight Fixation Candidates CVPR 2015 Fixed-Length Poisson MRF: Adding Dependencies to the Multinomial NeurIPS 2015 Fixed-point algorithms for learning determinantal point processes ICML 2015 Flexible High-Dimensional Classification Machines and Their Asymptotic Properties JMLR 2015 From Categories to Subcategories: Large-Scale Image Classification With Partial Class Label Refinement CVPR 2015 From Dictionary of Visual Words to Subspaces: Locality-Constrained Affine Subspace Coding CVPR 2015 From random walks to distances on unweighted graphs NeurIPS 2015 From Word Embeddings To Document Distances ICML 2015 Fully Connected Object Proposals for Video Segmentation ICCV 2015 Fully Convolutional Networks for Semantic Segmentation CVPR 2015