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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)

Average Sensitivity of Decision Tree Learning ICLR 2023 AVIDa-hIL6: A Large-Scale VHH Dataset Produced from an Immunized Alpaca for Predicting Antigen-Antibody Interactions NeurIPS 2023 A View From Somewhere: Human-Centric Face Representations ICLR 2023 A Weakly Supervised Classifier and Dataset of White Supremacist Language ACL 2023 Backdoor Defense via Deconfounded Representation Learning CVPR 2023 Background-aware Modeling for Weakly Supervised Sound Event Detection Interspeech 2023 Background-Sound Controllable Voice Source Separation Interspeech 2023 Back to MLP: A Simple Baseline for Human Motion Prediction WACV 2023 Bagging in overparameterized learning: Risk characterization and risk monotonization JMLR 2023 Bagging is an Optimal PAC Learner COLT 2023 Bag of Tricks for In-Distribution Calibration of Pretrained Transformers EACL 2023 Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery Banks EMNLP 2023 Balanced Energy Regularization Loss for Out-of-Distribution Detection CVPR 2023 Balanced Mixture of Supernets for Learning the CNN Pooling Architecture AutoML 2023 Balanced Off-Policy Evaluation for Personalized Pricing AISTATS 2023 Balanced Product of Calibrated Experts for Long-Tailed Recognition CVPR 2023 Balancing Lexical and Semantic Quality in Abstractive Summarization ACL 2023 Balancing Logit Variation for Long-Tailed Semantic Segmentation CVPR 2023 Banana: Banach Fixed-Point Network for Pointcloud Segmentation with Inter-Part Equivariance NeurIPS 2023 BanditPAM++: Faster k-medoids Clustering NeurIPS 2023 Bandit problems with fidelity rewards JMLR 2023 BanglaAbuseMeme: A Dataset for Bengali Abusive Meme Classification EMNLP 2023 BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews ACL 2023 Barlow Graph Auto-Encoder for Unsupervised Network Embedding AISTATS 2023 BASiS: Batch Aligned Spectral Embedding Space CVPR 2023