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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
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966
4,853
5,823
2000
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Papers (including subtopics)

Successor Features Combine Elements of Model-Free and Model-based Reinforcement Learning JMLR 2020 Sufficient dimension reduction for classification using principal optimal transport direction NeurIPS 2020 Suicide Risk Assessment via Temporal Psycholinguistic Modeling (Student Abstract) AAAI 2020 Sum-Product Network Decompilation PGM 2020 Sum-Product Networks for Robust Automatic Speaker Identification Interspeech 2020 Sum-Product-Transform Networks: Exploiting Symmetries using Invertible Transformations PGM 2020 SUMSUM@FNS-2020 Shared Task COLING 2020 SU-NLP at WNUT-2020 Task 2: The Ensemble Models EMNLP 2020 Superpixel Segmentation With Fully Convolutional Networks CVPR 2020 Supertagging with CCG primitives ACL 2020 Supervised Contrastive Learning NeurIPS 2020 Supervised Disambiguation of German Verbal Idioms with a BiLSTM Architecture ACL 2020 Supervised Discovery of Unknown Unknowns through Test Sample Mining (Student Abstract) AAAI 2020 Supervised Grapheme-to-Phoneme Conversion of Orthographic Schwas in Hindi and Punjabi ACL 2020 Supervised learning: no loss no cry ICML 2020 Supervised Quantile Normalization for Low Rank Matrix Factorization ICML 2020 SupMMD: A Sentence Importance Model for Extractive Summarization using Maximum Mean Discrepancy EMNLP 2020 Support recovery and sup-norm convergence rates for sparse pivotal estimation AISTATS 2020 Surfacing Privacy Settings Using Semantic Matching EMNLP 2020 SURF: A Simple, Universal, Robust, Fast Distribution Learning Algorithm NeurIPS 2020 Surfboard: Audio Feature Extraction for Modern Machine Learning Interspeech 2020 Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms Interspeech 2020 Surgical Mask Detection with Deep Recurrent Phonetic Models Interspeech 2020 Surprisal Predicts Code-Switching in Chinese-English Bilingual Text EMNLP 2020 Survey on Feature Transformation Techniques for Data Streams IJCAI 2020