Representation Learning

Information-Theoretic Considerations in Batch Reinforcement Learning ICML 2019 Infra-slow brain dynamics as a marker for cognitive function and decline NeurIPS 2019 Input Similarity from the Neural Network Perspective NeurIPS 2019 Instance-based Inductive Deep Transfer Learning by Cross-Dataset Querying with Locality Sensitive Hashing EMNLP 2019 Integration of Knowledge Graph Embedding Into Topic Modeling with Hierarchical Dirichlet Process NAACL 2019 Intel Far-Field Speaker Recognition System for VOiCES Challenge 2019 Interspeech 2019 Interaction-Aware Factorization Machines for Recommender Systems AAAI 2019 Interaction Hard Thresholding: Consistent Sparse Quadratic Regression in Sub-quadratic Time and Space NeurIPS 2019 InteractionNN: A Neural Network for Learning Hidden Features in Sparse Prediction IJCAI 2019 Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation ICCV 2019 Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling ACL 2019 Interpolated Spectral NGram Language Models ACL 2019 Interpretable Predictive Modeling for Climate Variables with Weighted Lasso AAAI 2019 Interpretable Preference Learning: A Game Theoretic Framework for Large Margin On-Line Feature and Rule Learning AAAI 2019 Interpretable Relevant Emotion Ranking with Event-Driven Attention EMNLP 2019 Interpreting and Improving Deep Neural SLU Models via Vocabulary Importance Interspeech 2019 Interpreting Black Box Predictions using Fisher Kernels AISTATS 2019 Interpreting Deep Models for Text Analysis via Optimization and Regularization Methods AAAI 2019 Intrinsic dimension of data representations in deep neural networks NeurIPS 2019 Introduction to Discourse Relation Parsing and Treebanking (DISRPT): 7th Workshop on Rhetorical Structure Theory and Related Formalisms NAACL 2019 Invariance and identifiability issues for word embeddings NeurIPS 2019 Invariant and Equivariant Graph Networks ICLR 2019 Invariant-Equivariant Representation Learning for Multi-Class Data ICML 2019 INVASE: Instance-wise Variable Selection using Neural Networks ICLR 2019 Invertible Convolutional Flow NeurIPS 2019