conftrace_
← Core Methods
Machine Learning › Core Methods ›

Representation Learning

20,822 papers

Papers per year

2
9
101
309
2011
2283
'00
'05
'10
'15
'20
'25

Papers

Compressed Gaussian Process for Manifold Regression JMLR 2016
The Benefit of Multitask Representation Learning JMLR 2016
Spectral Ranking using Seriation JMLR 2016
Estimating Diffusion Networks: Recovery Conditions, Sample Complexity and Soft-thresholding Algorithm JMLR 2016
Structure Learning in Bayesian Networks of a Moderate Size by Efficient Sampling JMLR 2016
Minimax Adaptive Estimation of Nonparametric Hidden Markov Models JMLR 2016
Equivalence of Graphical Lasso and Thresholding for Sparse Graphs JMLR 2016
Multiple Output Regression with Latent Noise JMLR 2016
Bootstrap-Based Regularization for Low-Rank Matrix Estimation JMLR 2016
Synergy of Monotonic Rules JMLR 2016
Regularized Policy Iteration with Nonparametric Function Spaces JMLR 2016
Multiscale Adaptive Representation of Signals: I. The Basic Framework JMLR 2016
Sparse PCA via Covariance Thresholding JMLR 2016
Penalized Maximum Likelihood Estimation of Multi-layered Gaussian Graphical Models JMLR 2016
Megaman: Scalable Manifold Learning in Python JMLR 2016
New Perspectives on k-Support and Cluster Norms JMLR 2016
Universal Approximation Results for the Temporal Restricted Boltzmann Machine and the Recurrent Temporal Restricted Boltzmann Machine JMLR 2016
Augmentable Gamma Belief Networks JMLR 2016
Online PCA with Optimal Regret JMLR 2016
bandicoot: a Python Toolbox for Mobile Phone Metadata JMLR 2016
Input Output Kernel Regression: Supervised and Semi-Supervised Structured Output Prediction with Operator-Valued Kernels JMLR 2016
A Note on the Sample Complexity of the Er-SpUD Algorithm by Spielman, Wang and Wright for Exact Recovery of Sparsely Used Dictionaries JMLR 2016
Characteristic Kernels and Infinitely Divisible Distributions JMLR 2016
Jointly Informative Feature Selection Made Tractable by Gaussian Modeling JMLR 2016
Electronic Health Record Analysis via Deep Poisson Factor Models JMLR 2016