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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)

Basket Representation Learning by Hypergraph Convolution on Repeated Items for Next-basket Recommendation IJCAI 2023 Batch Multivalid Conformal Prediction ICLR 2023 Batchnorm Allows Unsupervised Radial Attacks NeurIPS 2023 BaTEClaCor: A Novel Dataset for Bangla Text Error Classification and Correction EMNLP 2023 Bayes beats Cross Validation: Efficient and Accurate Ridge Regression via Expectation Maximization NeurIPS 2023 Bayesian Convolutional Deep Sets with Task-Dependent Stationary Prior AISTATS 2023 Bayesian Data Selection JMLR 2023 Bayesian Extensive-Rank Matrix Factorization with Rotational Invariant Priors NeurIPS 2023 Bayesian Federated Neural Matching That Completes Full Information AAAI 2023 Bayesian Metric Learning for Uncertainty Quantification in Image Retrieval NeurIPS 2023 Bayesian Optimisation of Functions on Graphs NeurIPS 2023 Bayesian Optimization-Based Combinatorial Assignment AAAI 2023 Bayesian Progressive Deep Topic Model with Knowledge Informed Textual Data Coarsening Process ICML 2023 Bayesian Variable Selection in a Million Dimensions AISTATS 2023 BeAts: Bengali Speech Acts Recognition using Multimodal Attention Fusion Interspeech 2023 Behavior Estimation from Multi-Source Data for Offline Reinforcement Learning AAAI 2023 Behavior Prior Representation learning for Offline Reinforcement Learning ICLR 2023 BEmoLexBERT: A Hybrid Model for Multilabel Textual Emotion Classification in Bangla by Combining Transformers with Lexicon Features EMNLP 2023 Be More Active! Understanding the Differences Between Mean and Sampled Representations of Variational Autoencoders JMLR 2023 BENCHić-lang: A Benchmark for Discriminating between Bosnian, Croatian, Montenegrin and Serbian EACL 2023 Benchmark of Machine Learning Force Fields for Semiconductor Simulations: Datasets, Metrics, and Comparative Analysis NeurIPS 2023 Benefits of monotonicity in safe exploration with Gaussian processes UAI 2023 Benign Overfitting in Adversarially Robust Linear Classification UAI 2023 Benign Overfitting in Classification: Provably Counter Label Noise with Larger Models ICLR 2023 Benign Overfitting in Linear Classifiers and Leaky ReLU Networks from KKT Conditions for Margin Maximization COLT 2023