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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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Papers (including subtopics)

BatteryML: An Open-source Platform for Machine Learning on Battery Degradation ICLR 2024 Bayesian Domain Adaptation with Gaussian Mixture Domain-Indexing NeurIPS 2024 Bayesian Exploration of Pre-trained Models for Low-shot Image Classification CVPR 2024 Bayesian Online Learning for Consensus Prediction AISTATS 2024 Bayesian Optimization of Functions over Node Subsets in Graphs NeurIPS 2024 Bayesian Regression Markets JMLR 2024 Bayesian Strategic Classification NeurIPS 2024 BBRC: Brazilian Banking Regulation Corpora COLING 2024 BCAmirs at SemEval-2024 Task 4: Beyond Words: A Multimodal and Multilingual Exploration of Persuasion in Memes SemEval 2024 BCLNet: Bilateral Consensus Learning for Two-View Correspondence Pruning AAAI 2024 BEACON: Benchmark for Comprehensive RNA Tasks and Language Models NeurIPS 2024 BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language Models NAACL 2024 BeigeMaps: Behavioral Eigenmaps for Reinforcement Learning from Images ICML 2024 BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings NAACL 2024 BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning CVPR 2024 Benchmark Generation Framework With Customizable Distortions for Image Classifier Robustness WACV 2024 Benchmarking Fish Dataset and Evaluation Metric in Keypoint Detection - Towards Precise Fish Morphological Assessment in Aquaculture Breeding IJCAI 2024 Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex. NeurIPS 2024 Benchmarking Spurious Bias in Few-Shot Image Classifiers ECCV 2024 Benchmarking Stroke Forecasting with Stroke-Level Badminton Dataset IJCAI 2024 BEND: Benchmarking DNA Language Models on Biologically Meaningful Tasks ICLR 2024 BengaliLCP: A Dataset for Lexical Complexity Prediction in the Bengali Texts COLING 2024 Benign Overfitting and Grokking in ReLU Networks for XOR Cluster Data ICLR 2024 Benign Overfitting in Two-Layer ReLU Convolutional Neural Networks for XOR Data ICML 2024 BerfScene: Bev-conditioned Equivariant Radiance Fields for Infinite 3D Scene Generation CVPR 2024