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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)

KaeDe: Progressive Generation of Logical Forms via Knowledge-Aware Question Decomposition for Improved KBQA EMNLP 2025 KAES: Multi-aspect Shared Knowledge Finding and Aligning for Cross-prompt Automated Scoring of Essay Traits AAAI 2025 KALAHash: Knowledge-Anchored Low-Resource Adaptation for Deep Hashing AAAI 2025 KAN-AD: Time Series Anomaly Detection with Kolmogorov–Arnold Networks ICML 2025 KARRIEREWEGE: A large scale Career Path Prediction Dataset COLING 2025 KDPE: A Kernel Density Estimation Strategy for Diffusion Policy Trajectory Selection CoRL 2025 KEC_AI_DATA_DRIFTERS@DravidianLangTech 2025: Fake News Detection in Dravidian Languages NAACL 2025 KEC_AI_VSS_run2@DravidianLangTech 2025: Abusive Tamil and Malayalam Text targeting Women on Social Media NAACL 2025 KECEmpower@DravidianLangTech 2025: Abusive Tamil and Malayalam Text targeting Women on Social Media NAACL 2025 KECLinguAIsts@DravidianLangTech 2025: Detecting AI-generated Product Reviews in Dravidian Languages NAACL 2025 KEC_TECH_TITANS@DravidianLangTech 2025: Abusive Text Detection in Tamil and Malayalam Social Media Comments Using Machine Learning NAACL 2025 KERL: Knowledge-Enhanced Personalized Recipe Recommendation using Large Language Models ACL 2025 Kernel-Aware Graph Prompt Learning for Few-Shot Anomaly Detection AAAI 2025 Kernel-Based Enhanced Oversampling Method for Imbalanced Classification ACML 2025 Kernel-based L_2-Boosting with Structure Constraints JMLR 2025 Kernel-Based Optimal Control: An Infinitesimal Generator Approach L4DC 2025 Kernel-based Optimally Weighted Conformal Time-Series Prediction ICLR 2025 Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models ICML 2025 KernelMatmul: Scaling Gaussian Processes to Large Time Series AAAI 2025 Kernel Quantile Embeddings and Associated Probability Metrics ICML 2025 Kernel Representation Learning for Time Sequence: Algorithm, Theory, and Applications AAAI 2025 Kernel Single Proxy Control for Deterministic Confounding AISTATS 2025 KeyPose: Category-Level 6D Object Pose Estimation with Self-Adaptive Keypoints AAAI 2025 KGCRR: An Effective Metric-Driven Knowledge Graph Completion Framework by Designing a Novel Upper Bound Function with Adaptive Approximation to Reciprocal Rank AAAI 2025 KGE Calibrator: An Efficient Probability Calibration Method of Knowledge Graph Embedding Models for Trustworthy Link Prediction EMNLP 2025