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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)

PORTS: Preference-Optimized Retrievers for Tool Selection with Large Language Models EMNLP 2025 POS-Aware Neural Approaches for Word Alignment in Dravidian Languages COLING 2025 PoseAnchor: Robust Root Position Estimation for 3D Human Pose Estimation ICCV 2025 Pose as a Modality: A Psychology-Inspired Network for Personality Recognition with a New Multimodal Dataset AAAI 2025 Pose-Based Sign Language Spotting via an End-to-End Encoder Architecture AACL 2025 PoseMamba: Monocular 3D Human Pose Estimation with Bidirectional Global-Local Spatio-Temporal State Space Model AAAI 2025 Positional Encoding meets Persistent Homology on Graphs ICML 2025 Position-aware Automatic Circuit Discovery ACL 2025 Position: Supervised Classifiers Answer the Wrong Questions for OOD Detection ICML 2025 PositiveCoOp: Rethinking Prompting Strategies for Multi-Label Recognition with Partial Annotations WACV 2025 Positive-unlabeled AUC Maximization under Covariate Shift ICML 2025 Post-hoc Study of Climate Microtargeting on Social Media Ads with LLMs: Thematic Insights and Fairness Evaluation EMNLP 2025 Post-processing for Fair Regression via Explainable SVD AISTATS 2025 PoSum-Bench: Benchmarking Position Bias in LLM-based Conversational Summarization EMNLP 2025 POTEC: Off-Policy Contextual Bandits for Large Action Spaces via Policy Decomposition ICLR 2025 Potential Field Based Deep Metric Learning CVPR 2025 Powerful batch conformal prediction for classification AISTATS 2025 PQR: Improving Dense Retrieval via Potential Query Modeling ACL 2025 Practicable Black-Box Evasion Attacks on Link Prediction in Dynamic Graphs—a Graph Sequential Embedding Method AAAI 2025 PRAGA: Prototype-aware Graph Adaptive Aggregation for Spatial Multi-modal Omics Analysis AAAI 2025 PRALEKHA: Cross-Lingual Document Alignment for Indic Languages IJCNLP 2025 PRDetect: Perturbation-Robust LLM-generated Text Detection Based on Syntax Tree NAACL 2025 Preacher: Paper-to-Video Agentic System ICCV 2025 Precedence-Constrained Winter Value for Effective Graph Data Valuation ICLR 2025 Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers JMLR 2025