Regression

Gradient Descent Learns Linear Dynamical Systems JMLR 2018 Gradient Hard Thresholding Pursuit JMLR 2018 Graph-Cut RANSAC CVPR 2018 Greedy Stone Tower Creations with a Robotic Arm IJCAI 2018 HCR-Net: A Hybrid of Classification and Regression Network for Object Pose Estimation IJCAI 2018 High Dimensional Linear Regression using Lattice Basis Reduction NeurIPS 2018 High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach ICML 2018 High-quality Voice Conversion Using Spectrogram-Based WaveNet Vocoder Interspeech 2018 Horizon-Independent Minimax Linear Regression NeurIPS 2018 How emotional are you? Neural Architectures for Emotion Intensity Prediction in Microblogs COLING 2018 How Predictable is Your State? Leveraging Lexical and Contextual Information for Predicting Legislative Floor Action at the State Level COLING 2018 HST-LSTM: A Hierarchical Spatial-Temporal Long-Short Term Memory Network for Location Prediction IJCAI 2018 Hunting for Discriminatory Proxies in Linear Regression Models NeurIPS 2018 IIT Delhi at SemEval-2018 Task 1 : Emotion Intensity Prediction SemEval 2018 Improving Color Reproduction Accuracy on Cameras CVPR 2018 Improving Object Localization With Fitness NMS and Bounded IoU Loss CVPR 2018 Improving Regression Performance with Distributional Losses ICML 2018 Independently Interpretable Lasso: A New Regularizer for Sparse Regression with Uncorrelated Variables AISTATS 2018 Initialization matters: Orthogonal Predictive State Recurrent Neural Networks ICLR 2018 Integral Transforms from Finite Data: An Application of Gaussian Process Regression to Fourier Analysis AISTATS 2018 Iterate Averaging as Regularization for Stochastic Gradient Descent COLT 2018 JUMP: a Jointly Predictor for User Click and Dwell Time IJCAI 2018 KELP: a Kernel-based Learning Platform JMLR 2018 Kernel Conditional Exponential Family AISTATS 2018 Label Denoising Adversarial Network (LDAN) for Inverse Lighting of Faces CVPR 2018