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supervised learning

434 papers

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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

General Stochastic Networks for Classification NIPS 2014
Perceiving, Learning, and Exploiting Object Affordances for Autonomous Pile Manipulation RSS 2013
Nonparametric Sparsity and Regularization JMLR 2013
How to Solve Classification and Regression Problems on High-Dimensional Data with a Supervised Extension of Slow Feature Analysis JMLR 2013
Large-Scale Bandit Problems and KWIK Learning ICML 2013
Classifier Selection using the Predicate Depth JMLR 2013
Salient Object Detection: A Discriminative Regional Feature Integration Approach CVPR 2013
GURLS: A Least Squares Library for Supervised Learning JMLR 2013
Gibbs Max-Margin Topic Models with Fast Sampling Algorithms ICML 2013
Learning Structured Low-Rank Representations for Image Classification CVPR 2013
Vanishing Component Analysis ICML 2013
Supervised Learning with Similarity Functions NIPS 2012
A Ranking-based KNN Approach for Multi-Label Classification ACML 2012
Monte Carlo Methods for Maximum Margin Supervised Topic Models NIPS 2012
Multi-Instance Learning with Any Hypothesis Class JMLR 2012
Local Supervised Learning through Space Partitioning NIPS 2012
Deep Spatio-Temporal Architectures and Learning for Protein Structure Prediction NIPS 2012
Latent Coincidence Analysis: A Hidden Variable Model for Distance Metric Learning NIPS 2012
Active Learning from Multiple Knowledge Sources AISTATS 2012
Supervised Dimension Reduction with Topic Models ACML 2012
Discussion of “Contextual Bandit Algorithms with Supervised Learning Guarantees” AISTATS 2011
Learning to Search Efficiently in High Dimensions NIPS 2011
Contextual Bandit Algorithms with Supervised Learning Guarantees AISTATS 2011
ShareBoost: Efficient multiclass learning with feature sharing NIPS 2011
Sequential Event Prediction with Association Rules COLT 2011