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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)

Efficient Spoken Language Recognition via Multilabel Classification Interspeech 2023 Efficient Structure-preserving Support Tensor Train Machine JMLR 2023 Efficient Symbolic Policy Learning with Differentiable Symbolic Expression NeurIPS 2023 Efficient Testable Learning of Halfspaces with Adversarial Label Noise NeurIPS 2023 Efficient Top-K Feature Selection Using Coordinate Descent Method AAAI 2023 Efficient Transformed Gaussian Processes for Non-Stationary Dependent Multi-class Classification ICML 2023 Efficient volumetric mapping of multi-scale environments using wavelet-based compression RSS 2023 eForecaster: Unifying Electricity Forecasting with Robust, Flexible, and Explainable Machine Learning Algorithms AAAI 2023 EGC: Image Generation and Classification via a Diffusion Energy-Based Model ICCV 2023 EGG-GAE: scalable graph neural networks for tabular data imputation AISTATS 2023 EgoEnv: Human-centric environment representations from egocentric video NeurIPS 2023 EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone ICCV 2023 EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory Forecasting ICCV 2023 EINNs: Epidemiologically-Informed Neural Networks AAAI 2023 Elastic Gradient Descent, an Iterative Optimization Method Approximating the Solution Paths of the Elastic Net JMLR 2023 Electrophysiological Brain Source Imaging via Combinatorial Search with Provable Optimality AAAI 2023 Eliciting Affective Events from Language Models by Multiple View Co-prompting ACL 2023 Eliciting Rich Positive Emotions in Dialogue Generation ACL 2023 Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning AAAI 2023 Eliminating Adversarial Noise via Information Discard and Robust Representation Restoration ICML 2023 Eliminating the Impossible, Whatever Remains Must Be True: On Extracting and Applying Background Knowledge in the Context of Formal Explanations AAAI 2023 ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation ICCV 2023 El-Kawaref at WojoodNER shared task: StagedNER for Arabic Named Entity Recognition EMNLP 2023 Embedding a Long Short-Term Memory Network in a Constraint Programming Framework for Tomato Greenhouse Optimisation AAAI 2023 Embedding Mental Health Discourse for Community Recommendation ACL 2023