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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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'25

Papers (including subtopics)

Permutation Invariant Functions: Statistical Testing, Density Estimation, and Metric Entropy AISTATS 2025 PERSEVAL: A Framework for Perspectivist Classification Evaluation EMNLP 2025 Persistent Homology of Topic Networks for the Prediction of Reader Curiosity ACL 2025 Persistent Topological Features in Large Language Models ICML 2025 Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement COLING 2025 Personalization up to a Point: Why Personalized Content Moderation Needs Boundaries, and How We Can Enforce Them EMNLP 2025 Personalized Clustering via Targeted Representation Learning AAAI 2025 Personalized Convolutional Dictionary Learning of Physiological Time Series AISTATS 2025 Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-Learning AAAI 2025 Personalized Generation In Large Model Era: A Survey ACL 2025 Personalized Representation from Personalized Generation ICLR 2025 PersonalizedUS: Interpretable Breast Cancer Risk Assessment with Local Coverage Uncertainty Quantification AAAI 2025 Personalize Your LLM: Fake it then Align it NAACL 2025 Perspectives in Play: A Multi-Perspective Approach for More Inclusive NLP Systems IJCAI 2025 PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization ACL 2025 PeSANet: Physics-encoded Spectral Attention Network for Simulating PDE-Governed Complex Systems IJCAI 2025 PetEVAL: A veterinary free text electronic health records benchmark ACL 2025 PFedCS: A Personalized Federated Learning Method for Enhancing Collaboration among Similar Classifiers AAAI 2025 PGRID: Power Grid Reconstruction in Informal Developments using High-Resolution Aerial Imagery WACV 2025 Phaedrus at BEA 2025 Shared Task: Assessment of Mathematical Tutoring Dialogues through Tutor Identity Classification and Actionability Evaluation ACL 2025 PharmacoMatch: Efficient 3D Pharmacophore Screening via Neural Subgraph Matching ICLR 2025 Phase transitions for the existence of unregularized M-estimators in single index models ICML 2025 PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis ICLR 2025 Phoneme-Level Feature Discrepancies: A Key to Detecting Sophisticated Speech Deepfakes AAAI 2025 Phoneme-level mispronunciation detection in Quranic recitation using ShallowTransformer EMNLP 2025