Learning Paradigms

UTD-CRSS Systems for 2016 NIST Speaker Recognition Evaluation Interspeech 2017 Variational Memory Addressing in Generative Models NeurIPS 2017 Wasserstein Learning of Deep Generative Point Process Models NeurIPS 2017 Weakly Supervised Semantic Segmentation Using Web-Crawled Videos CVPR 2017 Word Etymology as Native Language Interference EMNLP 2017 Zap Q-Learning NeurIPS 2017 Zero-Shot Classification With Discriminative Semantic Representation Learning CVPR 2017 A Brief Review of the ChaLearn AutoML Challenge: Any-time Any-dataset Learning Without Human Intervention AutoML 2016 Active Learning with Oracle Epiphany NeurIPS 2016 Active Nearest-Neighbor Learning in Metric Spaces NeurIPS 2016 Adaptive Smoothed Online Multi-Task Learning NeurIPS 2016 Analysis of Multi-Lingual Emotion Recognition Using Auditory Attention Features Interspeech 2016 An Investigation on Training Deep Neural Networks Using Probabilistic Transcriptions Interspeech 2016 A Simple and Provable Algorithm for Sparse Diagonal CCA ICML 2016 Associative Long Short-Term Memory ICML 2016 Automatic Generation and Classification of Minimal Meaningful Propositions in Educational Systems COLING 2016 Bank of Weight Filters for Deep CNNs ACML 2016 beta-risk: a New Surrogate Risk for Learning from Weakly Labeled Data NeurIPS 2016 Bitext Name Tagging for Cross-lingual Entity Annotation Projection COLING 2016 Blind Regression: Nonparametric Regression for Latent Variable Models via Collaborative Filtering NeurIPS 2016 Bootstrap Model Aggregation for Distributed Statistical Learning NeurIPS 2016 Budgeted stream-based active learning via adaptive submodular maximization NeurIPS 2016 Causal Discovery from Subsampled Time Series Data by Constraint Optimization PGM 2016 Collaborative Recurrent Neural Networks for Dynamic Recommender Systems ACML 2016 Conditional Random Fields for the Tunisian Dialect Grapheme-to-Phoneme Conversion Interspeech 2016