Unsupervised Learning

Breaking Sticks and Ambiguities with Adaptive Skip-gram AISTATS 2016 Building a Monolingual Parallel Corpus for Text Simplification Using Sentence Similarity Based on Alignment between Word Embeddings COLING 2016 Classification of Voice Modality Using Electroglottogram Waveforms Interspeech 2016 CliqueCNN: Deep Unsupervised Exemplar Learning NeurIPS 2016 Computing Lower and Upper Bounds on the Probability of Causal Statements PGM 2016 Convex Hull Convolutive Non-Negative Matrix Factorization for Uncovering Temporal Patterns in Multivariate Time-Series Data Interspeech 2016 Convex Two-Layer Modeling with Latent Structure NeurIPS 2016 Coupled Generative Adversarial Networks NeurIPS 2016 Cross-Corpora Unsupervised Learning of Trajectories in Autism Spectrum Disorders JMLR 2016 Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning ICML 2016 Deep Structured Energy Based Models for Anomaly Detection ICML 2016 Density Estimation via Discrepancy Based Adaptive Sequential Partition NeurIPS 2016 Detecting Repeating Objects Using Patch Correlation Analysis CVPR 2016 Direct Expressive Voice Training Based on Semantic Selection Interspeech 2016 Dirichlet Process Mixture Model for Correcting Technical Variation in Single-Cell Gene Expression Data ICML 2016 Discriminative Invariant Kernel Features: A Bells-and-Whistles-Free Approach to Unsupervised Face Recognition and Pose Estimation CVPR 2016 Discriminative Layered Nonnegative Matrix Factorization for Speech Separation Interspeech 2016 DNNs for Unsupervised Extraction of Pseudo FMLLR Features Without Explicit Adaptation Data Interspeech 2016 Domain Separation Networks NeurIPS 2016 Echo State Hoeffding Tree Learning ACML 2016 EcoICA: Skewness-based ICA via Eigenvectors of Cumulant Operator ACML 2016 Estimating Mutual Information in Under-Reported Variables PGM 2016 Expanding wordnets to new languages with multilingual sense disambiguation COLING 2016 Exploring the value space of attributes: Unsupervised bidirectional clustering of adjectives in German COLING 2016 Extending the Use of Adaptor Grammars for Unsupervised Morphological Segmentation of Unseen Languages COLING 2016