Semi-Supervised Learning

Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM Interspeech 2016 Multi-Language Neural Network Language Models Interspeech 2016 Multi-step learning and underlying structure in statistical models NeurIPS 2016 Non-Linear Smoothed Transductive Network Embedding with Text Information ACML 2016 NYTRO: When Subsampling Meets Early Stopping AISTATS 2016 On the Impact of Seed Words on Sentiment Polarity Lexicon Induction COLING 2016 Optimal Binary Classifier Aggregation for General Losses NeurIPS 2016 Regret Bounds for Non-decomposable Metrics with Missing Labels NeurIPS 2016 Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning NeurIPS 2016 Retrieving Categorical Emotions Using a Probabilistic Framework to Define Preference Learning Samples Interspeech 2016 Revisiting Semi-Supervised Learning with Graph Embeddings ICML 2016 Robust Text Classification for Sparsely Labelled Data Using Multi-level Embeddings COLING 2016 SemiContour: A Semi-Supervised Learning Approach for Contour Detection CVPR 2016 Semi-Supervised and Cross-Lingual Knowledge Transfer Learnings for DNN Hybrid Acoustic Models Under Low-Resource Conditions Interspeech 2016 Semi-supervised Gender Classification with Joint Textual and Social Modeling COLING 2016 Semi-Supervised Joint Enhancement of Spectral and Cepstral Sequences of Noisy Speech Interspeech 2016 Semi-Supervised Learning with Adaptive Spectral Transform AISTATS 2016 Semi Supervised Preposition-Sense Disambiguation using Multilingual Data COLING 2016 Semi-Supervised Speaker Adaptation for In-Vehicle Speech Recognition with Deep Neural Networks Interspeech 2016 Semi-Supervised Training in Deep Learning Acoustic Model Interspeech 2016 Semi-Supervised Vocabulary-Informed Learning CVPR 2016 Semi-supervised Word Sense Disambiguation with Neural Models COLING 2016 Sincerity and Deception in Speech: Two Sides of the Same Coin? A Transfer- and Multi-Task Learning Perspective Interspeech 2016 Sparse Parameter Recovery from Aggregated Data ICML 2016 Subspace Learning with Partial Information JMLR 2016