← Keywords

supervised learning

434 papers

Explore in graph

Also known as

SL

Co-occurring keywords

text classification (6776) neural network (6616) representation learning (6174) large language model (12755) reinforcement learning (4122) sentiment analysis (2079) contrastive learning (3979) feature learning (1309) kernel methods (1096) natural language processing (2027)

Papers

Why Does Unsupervised Pre-training Help Deep Learning? AISTATS 2010
Online Learning: Random Averages, Combinatorial Parameters, and Learnability NIPS 2010
Learning Gradients: Predictive Models that Infer Geometry and Statistical Dependence JMLR 2010
Agnostic Active Learning Without Constraints NIPS 2010
Supervised Dimension Reduction Using Bayesian Mixture Modeling AISTATS 2010
Learning To Count Objects in Images NIPS 2010
Learning to localise sounds with spiking neural networks NIPS 2010
Stable and Efficient Gaussian Process Calculations JMLR 2009
A Library for Locally Weighted Projection Regression JMLR 2008
Unlabeled data: Now it helps, now it doesn't NIPS 2008
Supervised Dictionary Learning NIPS 2008
On the Efficient Minimization of Classification Calibrated Surrogates NIPS 2008
DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification NIPS 2008
Hierarchical Penalization NIPS 2007
Supervised Topic Models NIPS 2007
Boosting the Area under the ROC Curve NIPS 2007
A general agnostic active learning algorithm NIPS 2007
On Transductive Regression NIPS 2006
Mixture Regression for Covariate Shift NIPS 2006
Learning Sparse Representations by Non-Negative Matrix Factorization and Sequential Cone Programming JMLR 2006
Estimation of Gradients and Coordinate Covariation in Classification JMLR 2006
Relational Learning with Gaussian Processes NIPS 2006
Generalized Regularized Least-Squares Learning with Predefined Features in a Hilbert Space NIPS 2006
Learning Coordinate Covariances via Gradients JMLR 2006
A Local Learning Approach for Clustering NIPS 2006