Skip to search formSkip to main contentSkip to account menu

Multi-task learning

Multi-task learning (MTL) is an approach to machine learning that learns a problem together with other related problems at the same time, using a… 
Wikipedia (opens in a new tab)

Related topics

Related topics

14 relations
.NET FrameworkArtificial neural networkBayesian interpretation of kernel regularizationConditional random field

Broader (1)

Machine learning

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2018
2018
Entity Tracking Improves Cloze-style Reading Comprehension
Recent work has improved on modeling for reading comprehension tasks with simple approaches such as the Attention Sum-Reader… 
Highly Cited
2016
Highly Cited
2016
Multi-task support vector machines for feature selection with shared knowledge discovery
2016
2016
Context-aware mathematical expression recognition: An end-to-end framework and a benchmark
In this paper we propose a novel end-to-end framework for mathematical expression (ME) recognition. The method uses a… 
2016
2016
Semi-supervised feature selection with exploiting shared information among multiple tasks
2013
2013
Transfer learning using a nonparametric sparse topic model
2012
2012
An annotation rule extraction algorithm for image retrieval
2010
2010
Multi-task Learning for one-class classification
In this paper, we address the problem of one-class classification. Taking into account the fact that in some applications, the… 
2010
2010
Multi-task learning for recommender systems
This paper focuses on exploring personalized multi-task learning approaches for collaborative filtering towards the goal of… 
2010
2010
Multi-Task Sparse Discriminant Analysis (MtSDA) with Overlapping Categories
Multi-task learning aims at combining information across tasks to boost prediction performance, especially when the number of… 
2008
2008
Learning Coordinate Gradients with Multi-Task Kernels
Coordinate gradient learning is motivated by the problem of variable selection and determining variable covariation. In this… 
By clicking accept or continuing to use the site, you agree to the terms outlined in our Privacy Policy (opens in a new tab), Terms of Service (opens in a new tab), and Dataset License (opens in a new tab)