Skip to content
conftrace_

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
'5
'10
'15
'20
'25

Papers (including subtopics)

Attributed Graph Mining and Matching: An Attempt to Define and Extract Soft Attributed Patterns CVPR 2014 Augmentative Message Passing for Traveling Salesman Problem and Graph Partitioning NeurIPS 2014 A Unified Semantic Embedding: Relating Taxonomies and Attributes NeurIPS 2014 Automated inference of point of view from user interactions in collective intelligence venues ICML 2014 Automatic Discovery of Cognitive Skills to Improve the Prediction of Student Learning NeurIPS 2014 Average Case Analysis of High-Dimensional Block-Sparse Recovery and Regression for Arbitrary Designs AISTATS 2014 Avoiding pathologies in very deep networks AISTATS 2014 A Wild Bootstrap for Degenerate Kernel Tests NeurIPS 2014 Axioms for Graph Clustering Quality Functions JMLR 2014 Bags of Spacetime Energies for Dynamic Scene Recognition CVPR 2014 Bat Call Identification with Gaussian Process Multinomial Probit Regression and a Dynamic Time Warping Kernel AISTATS 2014 Bayesian Co-Boosting for Multi-modal Gesture Recognition JMLR 2014 Bayesian Inference with Posterior Regularization and Applications to Infinite Latent SVMs JMLR 2014 Bayesian Max-margin Multi-Task Learning with Data Augmentation ICML 2014 Bayesian Nonlinear Support Vector Machines and Discriminative Factor Modeling NeurIPS 2014 Bayesian Nonparametric Comorbidity Analysis of Psychiatric Disorders JMLR 2014 Bayesian Nonparametric Multilevel Clustering with Group-Level Contexts ICML 2014 Bayesian Nonparametric Poisson Factorization for Recommendation Systems AISTATS 2014 Bayes-Optimal Scorers for Bipartite Ranking COLT 2014 Belief propagation, robust reconstruction and optimal recovery of block models COLT 2014 Beta Diffusion Trees ICML 2014 Beta-Negative Binomial Process and Exchangeable Random Partitions for Mixed-Membership Modeling NeurIPS 2014 Beta Process Multiple Kernel Learning CVPR 2014 Better Feature Tracking Through Subspace Constraints CVPR 2014 Beyond Comparing Image Pairs: Setwise Active Learning for Relative Attributes CVPR 2014