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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)

Multi-Sensor Mobile Platform for the Recognition of Activities of Daily Living and their Environments based on Artificial Neural Networks IJCAI 2018 Multi-Shot Pedestrian Re-Identification via Sequential Decision Making CVPR 2018 Multi-Source Multi-Class Fake News Detection COLING 2018 Multi-Source Neural Machine Translation with Missing Data ACL 2018 Multispectral Image Intrinsic Decomposition via Subspace Constraint CVPR 2018 Multi-target Voice Conversion without Parallel Data by Adversarially Learning Disentangled Audio Representations Interspeech 2018 Multitask Boosting for Survival Analysis with Competing Risks NeurIPS 2018 Multi-Task Clustering with Model Relation Learning IJCAI 2018 Multi-task {K}ernel {L}earning Based on {P}robabilistic {L}ipschitzness ALT 2018 Multi-Task Learning by Maximizing Statistical Dependence CVPR 2018 Multi-Task Learning for Document Ranking and Query Suggestion ICLR 2018 Multi-task learning for interpretable cause of death classification using key phrase prediction ACL 2018 Multi-Task Learning for Sequence Tagging: An Empirical Study COLING 2018 Multi-task multiple kernel learning reveals relevant frequency bands for critical areas localization in focal epilepsy MLHC 2018 Multi-value Rule Sets for Interpretable Classification with Feature-Efficient Representations NeurIPS 2018 Multivariate Bayesian Structural Time Series Model JMLR 2018 Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals NeurIPS 2018 Multi-View Data Generation Without View Supervision ICLR 2018 Multi-view Metric Learning in Vector-valued Kernel Spaces AISTATS 2018 Multi-view Models for Political Ideology Detection of News Articles EMNLP 2018 Multiway Attention Networks for Modeling Sentence Pairs IJCAI 2018 Mumpitz at PARSEME Shared Task 2018: A Bidirectional LSTM for the Identification of Verbal Multiword Expressions COLING 2018 MUSCAT: Multi-Scale Spatio-Temporal Learning with Application to Climate Modeling IJCAI 2018 Music Genre Recognition Using Deep Neural Networks and Transfer Learning Interspeech 2018 Music Source Activity Detection and Separation Using Deep Attractor Network Interspeech 2018