Learning Paradigms

Predicting Twitter User Demographics from Names Alone NAACL 2018 Prediction of Aesthetic Elements in Karnatic Music: A Machine Learning Approach Interspeech 2018 Probabilistic Matrix Factorization for Automated Machine Learning NeurIPS 2018 Probabilistic Model-Agnostic Meta-Learning NeurIPS 2018 Probabilistic Recurrent State-Space Models ICML 2018 Progressive Reinforcement Learning with Distillation for Multi-Skilled Motion Control ICLR 2018 PROMT Systems for WMT 2018 Shared Translation Task EMNLP 2018 Pseudo-task Augmentation: From Deep Multitask Learning to Intratask Sharing—and Back ICML 2018 Rapid Style Adaptation Using Residual Error Embedding for Expressive Speech Synthesis Interspeech 2018 Real-time Scholarly Retweeting Prediction System COLING 2018 Recasting Gradient-Based Meta-Learning as Hierarchical Bayes ICLR 2018 Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs COLING 2018 Recursive Neural Structural Correspondence Network for Cross-domain Aspect and Opinion Co-Extraction ACL 2018 Recursive Spoken Instruction-Based One-Shot Object and Action Learning IJCAI 2018 Regret bounds for meta Bayesian optimization with an unknown Gaussian process prior NeurIPS 2018 Reinforced Continual Learning NeurIPS 2018 Reinforced Co-Training NAACL 2018 Reinforcement and Imitation Learning for Diverse Visuomotor Skills RSS 2018 Reinforcement Learning Algorithm Selection ICLR 2018 Reinforcement Learning of Phase Oscillators for Fast Adaptation to Moving Targets CoRL 2018 Relational recurrent neural networks NeurIPS 2018 Residual Loss Prediction: Reinforcement Learning With No Incremental Feedback ICLR 2018 Revisiting (ε, γ, τ)-similarity learning for domain adaptation NeurIPS 2018 Revisiting Knowledge Transfer for Training Object Class Detectors CVPR 2018 Revisiting Multi-Task Learning with ROCK: a Deep Residual Auxiliary Block for Visual Detection NeurIPS 2018