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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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'25

Papers (including subtopics)

Enhancing Time Awareness in Generative Recommendation EMNLP 2025 Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection IJCNLP 2025 Enhancing Visual Classification using Comparative Descriptors WACV 2025 EnsLoss: Stochastic Calibrated Loss Ensembles for Preventing Overfitting in Classification ICML 2025 Entity Profile Generation and Reasoning with LLMs for Entity Alignment EMNLP 2025 Entriever: Energy-based Retriever for Knowledge-Grounded Dialog Systems ACL 2025 Entropy2Vec: Crosslingual Language Modeling Entropy as End-to-End Learnable Language Representations EMNLP 2025 Envisioning Class Entity Reasoning by Large Language Models for Few-shot Learning AAAI 2025 EqNIO: Subequivariant Neural Inertial Odometry ICLR 2025 Equipping Vision Foundation Model with Mixture of Experts for Out-of-Distribution Detection ICCV 2025 Equivariant Manifold Neural ODEs and Differential Invariants JMLR 2025 EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling ICML 2025 Error Bounds for Gaussian Process Regression Under Bounded Support Noise with Applications to Safety Certification AAAI 2025 Error Classification of Large Language Models on Math Word Problems: A Dynamically Adaptive Framework EMNLP 2025 Error Diversity Matters: An Error-Resistant Ensemble Method for Unsupervised Dependency Parsing AAAI 2025 Error dynamics of mini-batch gradient descent with random reshuffling for least squares regression ALT 2025 Error estimation and adaptive tuning for unregularized robust M-estimator JMLR 2025 ESCAPE: Equivariant Shape Completion via Anchor Point Encoding CVPR 2025 ESE: Espresso Sentence Embeddings ICLR 2025 ESSENTIAL: Episodic and Semantic Memory Integration for Video Class-Incremental Learning ICCV 2025 Estimating 2D Camera Motion with Hybrid Motion Basis ICCV 2025 Estimating the Spectral Moments of the Kernel Integral Operator from Finite Sample Matrices AISTATS 2025 Estimation of Local Geometric Structure on Manifolds from Noisy Data JMLR 2025 Estimation of single-cell and tissue perturbation effect in spatial transcriptomics via Spatial Causal Disentanglement ICLR 2025 Estimation of Text Difficulty in the Context of Language Learning ACL 2025