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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)

A Peek Into the Reasoning of Neural Networks: Interpreting With Structural Visual Concepts CVPR 2021 A phonetic model of non-native spoken word processing EACL 2021 Application for Detecting Depression, Parkinson’s Disease and Dysphonic Speech Interspeech 2021 Application of kernel hypothesis testing on set-valued data UAI 2021 Applying TDNN Architectures for Analyzing Duration Dependencies on Speech Emotion Recognition Interspeech 2021 Applying the Information Bottleneck Principle to Prosodic Representation Learning Interspeech 2021 Applying the Transformer to Character-level Transduction EACL 2021 Approximate Group Fairness for Clustering ICML 2021 Approximate Midpoint Policy Iteration for Linear Quadratic Control L4DC 2021 Approximating a Distribution Using Weight Queries ICML 2021 Approximating Lipschitz continuous functions with GroupSort neural networks AISTATS 2021 Approximation Algorithms for Orthogonal Non-negative Matrix Factorization AISTATS 2021 Approximation Algorithms for Socially Fair Clustering COLT 2021 Approximation Theory of Convolutional Architectures for Time Series Modelling ICML 2021 A Practical Method for Constructing Equivariant Multilayer Perceptrons for Arbitrary Matrix Groups ICML 2021 A Precise Performance Analysis of Support Vector Regression ICML 2021 A Prototypical Network Approach for Evaluating Generated Emotional Speech Interspeech 2021 AraBERT and Farasa Segmentation Based Approach For Sarcasm and Sentiment Detection in Arabic Tweets EACL 2021 Arabic Dialect Identification based on a Weighted Concatenation of TF-IDF Features EACL 2021 Arabic Offensive Language on Twitter: Analysis and Experiments EACL 2021 AraELECTRA: Pre-Training Text Discriminators for Arabic Language Understanding EACL 2021 ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape Generators ICCV 2021 Arbitrary Conditional Distributions with Energy NeurIPS 2021 archer at SemEval-2021 Task 1: Contextualising Lexical Complexity SemEval 2021 ArCorona: Analyzing Arabic Tweets in the Early Days of Coronavirus (COVID-19) Pandemic EACL 2021