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Regression

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Papers

Travel Time Estimation without Road Networks: An Urban Morphological Layout Representation Approach IJCAI 2019
Human-in-the-loop Active Covariance Learning for Improving Prediction in Small Data Sets IJCAI 2019
Incremental Elicitation of Rank-Dependent Aggregation Functions based on Bayesian Linear Regression IJCAI 2019
A Gradient-Based Split Criterion for Highly Accurate and Transparent Model Trees IJCAI 2019
Reward Learning for Efficient Reinforcement Learning in Extractive Document Summarisation IJCAI 2019
Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks IJCAI 2019
E²GAN: End-to-End Generative Adversarial Network for Multivariate Time Series Imputation IJCAI 2019
Group LASSO with Asymmetric Structure Estimation for Multi-Task Learning IJCAI 2019
Gradient Boosting with Piece-Wise Linear Regression Trees IJCAI 2019
HMLasso: Lasso with High Missing Rate IJCAI 2019
Deeply-learned Hybrid Representations for Facial Age Estimation IJCAI 2019
Ensemble-based Ultrahigh-dimensional Variable Screening IJCAI 2019
CLVSA: A Convolutional LSTM Based Variational Sequence-to-Sequence Model with Attention for Predicting Trends of Financial Markets IJCAI 2019
Differentially Private Iterative Gradient Hard Thresholding for Sparse Learning IJCAI 2019
Neural Network based Continuous Conditional Random Field for Fine-grained Crime Prediction IJCAI 2019
InteractionNN: A Neural Network for Learning Hidden Features in Sparse Prediction IJCAI 2019
HDI-Forest: Highest Density Interval Regression Forest IJCAI 2019
FireCast: Leveraging Deep Learning to Predict Wildfire Spread IJCAI 2019
Three-quarter Sibling Regression for Denoising Observational Data IJCAI 2019
VEST: A System for Vulnerability Exploit Scoring & Timing IJCAI 2019
NL2pSQL: Generating Pseudo-SQL Queries from Under-Specified Natural Language Questions IJCNLP 2019
A Neural Citation Count Prediction Model based on Peer Review Text IJCNLP 2019
Text2Math: End-to-end Parsing Text into Math Expressions IJCNLP 2019
Charge-Based Prison Term Prediction with Deep Gating Network IJCNLP 2019
On Nonlinear Spatial Filtering in Multichannel Speech Enhancement INTERSPEECH 2019