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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
'5
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'15
'20
'25

Papers (including subtopics)

Fast and Accurate Blind Flexible Docking ICLR 2025 Fast and Multiphase Rates for Nearest Neighbor Classifiers COLT 2025 Fast Calculation of Feature Contributions in Boosting Trees UAI 2025 Faster Algorithms for Structured Linear and Kernel Support Vector Machines ICLR 2025 Faster Approximation Algorithms for k-Center via Data Reduction ICML 2025 Faster Low-Rank Approximation and Kernel Ridge Regression via the Block-Nyström Method COLT 2025 Fast Globally Optimal and Geometrically Consistent 3D Shape Matching ICCV 2025 Fast Incomplete Multi-view Clustering with Adaptive Similarity Completion and Reconstruction AAAI 2025 Fast Min-$ε$ Segmented Regression using Constant-Time Segment Merging ICML 2025 Fast Multi-Instance Partial-Label Learning AAAI 2025 Fast, Not Fancy: Rethinking G2P with Rich Data and Statistical Models EMNLP 2025 Fast Second-Order Online Kernel Learning Through Incremental Matrix Sketching and Decomposition IJCAI 2025 Fast Summation of Radial Kernels via QMC Slicing ICLR 2025 Fast Tensor Completion via Approximate Richardson Iteration ICML 2025 Fast Track to Winning Tickets: Repowering One-Shot Pruning for Graph Neural Networks AAAI 2025 Fast unsupervised ground metric learning with tree-Wasserstein distance ICLR 2025 FATE: Full-head Gaussian Avatar with Textural Editing from Monocular Video CVPR 2025 Fathom: A Fast and Modular RAG Pipeline for Fact-Checking ACL 2025 Fault Diagnosis in REDNet Model Space IJCAI 2025 FCOM: A Federated Collaborative Online Monitoring Framework via Representation Learning AAAI 2025 FDR-SVM: A Federated Distributionally Robust Support Vector Machine via a Mixture of Wasserstein Balls Ambiguity Set UAI 2025 FEAT-KD: Learning Concise Representations for Single and Multi-Target Regression via TabNet Knowledge Distillation ICML 2025 Feature Averaging: An Implicit Bias of Gradient Descent Leading to Non-Robustness in Neural Networks ICLR 2025 Feature Coding in the Era of Large Models: Dataset, Test Conditions, and Benchmark ICCV 2025 Feature Engineering is not Dead: A Step Towards State of the Art for Arabic Automated Essay Scoring EMNLP 2025