conftrace_
← Machine Learning
Machine Learning ›

Core Methods

48,729 papers (8 classified directly here)

Subtopics

Representation Learning (20,822) Classification (15,805) Regression (5,004) Embedding Learning (3,753) Clustering (3,638) Metric Learning (2,854) Graph Neural Networks (1,141) Graphical Models (985) Feature Learning (860) Dimensionality Reduction (707) Kernel Methods (642) Interpretability (499) Feature Selection (479) Matrix Factorization (383) Ranking (283) Ensemble Methods (267) Anomaly Detection (267) Support Vector Machine (254) Sequence Modeling (237) Structured Prediction (205) Sequence Labeling (166) Topic Modeling (123) Sparse Coding (107) Matrix Completion (103) Retrieval (99) Neural Networks (79) Inference (21) Model Selection (19) Decision Tree (16) Prediction (15) Density Estimation (9) Estimation (8) Feature Extraction (7) Information Extraction (7)

Papers per year

4
48
348
949
4892
4576
'00
'05
'10
'15
'20
'25

Papers (including subtopics)

Algebraic Geometric Comparison of Probability Distributions JMLR 2012
Stability of Density-Based Clustering JMLR 2012
Mal-ID: Automatic Malware Detection Using Common Segment Analysis and Meta-Features JMLR 2012
Sampling Methods for the Nyström Method JMLR 2012
Positive Semidefinite Metric Learning Using Boosting-like Algorithms JMLR 2012
Consistent Model Selection Criteria on High Dimensions JMLR 2012
The huge Package for High-dimensional Undirected Graph Estimation in R JMLR 2012
Analysis of a Random Forests Model JMLR 2012
Hope and Fear for Discriminative Training of Statistical Translation Models JMLR 2012
A Multi-Stage Framework for Dantzig Selector and LASSO JMLR 2012
A Geometric Approach to Sample Compression JMLR 2012
Minimax Manifold Estimation JMLR 2012
Query Strategies for Evading Convex-Inducing Classifiers JMLR 2012
On Ranking and Generalization Bounds JMLR 2012
Feature Selection via Dependence Maximization JMLR 2012
A Model of the Perception of Facial Expressions of Emotion by Humans: Research Overview and Perspectives JMLR 2012
A Unifying Probabilistic Perspective for Spectral Dimensionality Reduction: Insights and New Models JMLR 2012
Restricted Strong Convexity and Weighted Matrix Completion: Optimal Bounds with Noise JMLR 2012
glm-ie: Generalised Linear Models Inference & Estimation Toolbox JMLR 2012
Manifold Identification in Dual Averaging for Regularized Stochastic Online Learning JMLR 2012
Variational Multinomial Logit Gaussian Process JMLR 2012
Estimation and Selection via Absolute Penalized Convex Minimization And Its Multistage Adaptive Applications JMLR 2012
Regularization Techniques for Learning with Matrices JMLR 2012
Confidence-Weighted Linear Classification for Text Categorization JMLR 2012
Jstacs: A Java Framework for Statistical Analysis and Classification of Biological Sequences JMLR 2012