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Multi-Task Learning

519 directly classified papers

Papers per year

Papers

A Multi-task Learning Approach to Adapting Bilingual Word Embeddings for Cross-lingual Named Entity Recognition IJCNLP 2017
Multitask Principal Component Analysis ACML 2016
A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks COLING 2016
Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding INTERSPEECH 2016
Multi-Language Multi-Speaker Acoustic Modeling for LSTM-RNN Based Statistical Parametric Speech Synthesis INTERSPEECH 2016
An Investigation on Training Deep Neural Networks Using Probabilistic Transcriptions INTERSPEECH 2016
Multi-step learning and underlying structure in statistical models NIPS 2016
Multi-Task Learning for Straggler Avoiding Predictive Job Scheduling JMLR 2016
Learning Taxonomy Adaptation in Large-scale Classification JMLR 2016
Multiplicative Multitask Feature Learning JMLR 2016
Multi-view and multi-task training of RST discourse parsers COLING 2016
A Unified Architecture for Semantic Role Labeling and Relation Classification COLING 2016
Patient Risk Stratification with Time-Varying Parameters: A Multitask Learning Approach JMLR 2016
Multi-task Sparse Structure Learning with Gaussian Copula Models JMLR 2016
A Bayesian Nonparametric Approach for Multi-label Classification ACML 2016
Random Fourier Features For Operator-Valued Kernels ACML 2016
New Perspectives on k-Support and Cluster Norms JMLR 2016
Asymmetric Multi-task Learning Based on Task Relatedness and Loss ICML 2016
Minimum Regret Search for Single- and Multi-Task Optimization ICML 2016
Modeling Skill Acquisition Over Time with Sequence and Topic Modeling AISTATS 2015
Paired-Dual Learning for Fast Training of Latent Variable Hinge-Loss MRFs ICML 2015
Localize Me Anywhere, Anytime: A Multi-Task Point-Retrieval Approach ICCV 2015
From Emotions to Action Units With Hidden and Semi-Hidden-Task Learning ICCV 2015
Learning to Divide and Conquer for Online Multi-Target Tracking ICCV 2015
Efficient Learning by Directed Acyclic Graph For Resource Constrained Prediction NIPS 2015