Multi-Task Learning

Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding Interspeech 2016 Frustratingly Easy Neural Domain Adaptation COLING 2016 Gaussian process nonparametric tensor estimator and its minimax optimality ICML 2016 Hashtag Recommendation Using End-To-End Memory Networks with Hierarchical Attention COLING 2016 Improving historical spelling normalization with bi-directional LSTMs and multi-task learning COLING 2016 Instance-Aware Semantic Segmentation via Multi-Task Network Cascades CVPR 2016 Integrated perception with recurrent multi-task neural networks NeurIPS 2016 Joint Bayesian Modelling of Internal Dependencies and Relevant Multimorbidities of a Heterogeneous Disease PGM 2016 Joint Structural Estimation of Multiple Graphical Models JMLR 2016 Keystroke dynamics as signal for shallow syntactic parsing COLING 2016 Learning from Multiway Data: Simple and Efficient Tensor Regression ICML 2016 Learning Taxonomy Adaptation in Large-scale Classification JMLR 2016 Localized Multiple Kernel Learning—A Convex Approach ACML 2016 Minimax Optimal Alternating Minimization for Kernel Nonparametric Tensor Learning NeurIPS 2016 Minimum Regret Search for Single- and Multi-Task Optimization ICML 2016 Modelling Interactions in High-dimensional Data with Backtracking JMLR 2016 Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM Interspeech 2016 Multi-Language Multi-Speaker Acoustic Modeling for LSTM-RNN Based Statistical Parametric Speech Synthesis Interspeech 2016 Multiplicative Multitask Feature Learning JMLR 2016 Multi-step learning and underlying structure in statistical models NeurIPS 2016 Multi-Task Learning and Weighted Cross-Entropy for DNN-Based Keyword Spotting Interspeech 2016 Multi-Task Learning for Straggler Avoiding Predictive Job Scheduling JMLR 2016 Multi-task Learning with Weak Class Labels: Leveraging iEEG to Detect Cortical Lesions in Cryptogenic Epilepsy MLHC 2016 Multi-task Prediction of Disease Onsets from Longitudinal Laboratory Tests MLHC 2016 Multitask Principal Component Analysis ACML 2016