conftrace_
← Topics

Machine Learning

121,146 papers (10 classified directly here)

Subtopics

Learning Types (52,936) Core Methods (48,729) Optimization & Theory (36,874) Application Areas (31,658) Bayesian & Probabilistic (3,963) Learning Paradigms (2,054)

Papers per year

5
73
527
1644
10862
15958
'00
'05
'10
'15
'20
'25

Papers (including subtopics)

GPLP: A Local and Parallel Computation Toolbox for Gaussian Process Regression JMLR 2012
Exact Covariance Thresholding into Connected Components for Large-Scale Graphical Lasso JMLR 2012
Algorithms for Learning Kernels Based on Centered Alignment JMLR 2012
NIMFA : A Python Library for Nonnegative Matrix Factorization JMLR 2012
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
Structured Sparsity via Alternating Direction Methods JMLR 2012
Activized Learning: Transforming Passive to Active with Improved Label Complexity 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
Mixability is Bayes Risk Curvature Relative to Log Loss JMLR 2012
Restricted Strong Convexity and Weighted Matrix Completion: Optimal Bounds with Noise JMLR 2012