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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)

Multiresolution Matrix Compression AISTATS 2016 Multiscale Adaptive Representation of Signals: I. The Basic Framework JMLR 2016 Multi-scale Classification using Localized Spatial Depth JMLR 2016 Multiscale Dictionary Learning: Non-Asymptotic Bounds and Robustness JMLR 2016 Multi-Scale Patch Aggregation (MPA) for Simultaneous Detection and Segmentation CVPR 2016 Multispectral Images Denoising by Intrinsic Tensor Sparsity Regularization CVPR 2016 Multi-Task Learning and Weighted Cross-Entropy for DNN-Based Keyword Spotting Interspeech 2016 Multi-task Learning with Weak Class Labels: Leveraging iEEG to Detect Cortical Lesions in Cryptogenic Epilepsy MLHC 2016 Multi-task Prediction of Disease Onsets from Longitudinal Laboratory Tests MLHC 2016 Multitask Principal Component Analysis ACML 2016 Multi-task Sparse Structure Learning with Gaussian Copula Models JMLR 2016 Multivariate Spearman's ρ for Aggregating Ranks Using Copulas JMLR 2016 Multi-view Anomaly Detection via Robust Probabilistic Latent Variable Models NeurIPS 2016 Multi-View Deep Network for Cross-View Classification CVPR 2016 Mutual Information Based Matching for Causal Inference with Observational Data JMLR 2016 Native Language Identification Using Spectral and Source-Based Features Interspeech 2016 Nearly Isometric Embedding by Relaxation NeurIPS 2016 Nearly Optimal Classification for Semimetrics AISTATS 2016 Near Optimal Behavior via Approximate State Abstraction ICML 2016 Nested Mini-Batch K-Means NeurIPS 2016 Neural Attention Models for Sequence Classification: Analysis and Application to Key Term Extraction and Dialogue Act Detection Interspeech 2016 Neural-based Noise Filtering from Word Embeddings COLING 2016 Neural Paraphrase Generation with Stacked Residual LSTM Networks COLING 2016 Neurons Equipped with Intrinsic Plasticity Learn Stimulus Intensity Statistics NeurIPS 2016 New Perspectives on k-Support and Cluster Norms JMLR 2016