Methods

Data-driven Estimation of Sinusoid Frequencies NeurIPS 2019 Data mining Mandarin tone contour shapes ACL 2019 Dataset Creation for Ranking Constructive News Comments ACL 2019 DeepDPM: Dynamic Population Mapping via Deep Neural Network AAAI 2019 DeepETA: A Spatial-Temporal Sequential Neural Network Model for Estimating Time of Arrival in Package Delivery System AAAI 2019 Deep Latent Generative Models for Energy Disaggregation AAAI 2019 Diffeomorphic Temporal Alignment Nets NeurIPS 2019 Discovering Latent Covariance Structures for Multiple Time Series ICML 2019 Discovering Reliable Dependencies from Data: Hardness and Improved Algorithms IJCAI 2019 Discovering Temporal Patterns from Insurance Interaction Data AAAI 2019 Distributed PageRank Computation: An Improved Theoretical Study AAAI 2019 Distribution Learning of a Random Spatial Field with a Location-Unaware Mobile Sensor NeurIPS 2019 Dual Monolingual Cross-Entropy Delta Filtering of Noisy Parallel Data ACL 2019 DyAt Nets: Dynamic Attention Networks for State Forecasting in Cyber-Physical Systems IJCAI 2019 Dynamic Spatial-Temporal Graph Convolutional Neural Networks for Traffic Forecasting AAAI 2019 End-to-End Learning on 3D Protein Structure for Interface Prediction NeurIPS 2019 Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting NeurIPS 2019 Estimating Network Structure from Incomplete Event Data AISTATS 2019 Estimating the Causal Effect from Partially Observed Time Series AAAI 2019 Exploiting Syntactic Features in a Parsed Tree to Improve End-to-End TTS Interspeech 2019 Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift NeurIPS 2019 FEARS: a Feature and Representation Selection approach for Time Series Classification ACML 2019 Forecasting Intra-Hour Imbalances in Electric Power Systems AAAI 2019 Foundations of Sequence-to-Sequence Modeling for Time Series AISTATS 2019 Fully Neural Network based Model for General Temporal Point Processes NeurIPS 2019