Regression

Convex Geometry of Two-Layer ReLU Networks: Implicit Autoencoding and Interpretable Models AISTATS 2020 Coresets for Near-Convex Functions NeurIPS 2020 Coresets for Regressions with Panel Data NeurIPS 2020 Correction Filter for Single Image Super-Resolution: Robustifying Off-the-Shelf Deep Super-Resolvers CVPR 2020 Correlating Cepstra with Formant Frequencies: Implications for Phonetically-Informed Forensic Voice Comparison Interspeech 2020 Cost Volume Pyramid Based Depth Inference for Multi-View Stereo CVPR 2020 Cross-Conditioned Recurrent Networks for Long-Term Synthesis of Inter-Person Human Motion Interactions WACV 2020 Cross-validation Confidence Intervals for Test Error NeurIPS 2020 D2D-LSTM: LSTM-Based Path Prediction of Content Diffusion Tree in Device-to-Device Social Networks AAAI 2020 Data-driven confidence bands for distributed nonparametric regression COLT 2020 Day-Ahead Forecasting of Losses in the Distribution Network AAAI 2020 Debiasing Averaged Stochastic Gradient Descent to handle missing values NeurIPS 2020 Decoding Imagined, Heard, and Spoken Speech: Classification and Regression of EEG Using a 14-Channel Dry-Contact Mobile Headset Interspeech 2020 Deep Evidential Regression NeurIPS 2020 Deep Facial Non-Rigid Multi-View Stereo CVPR 2020 Deep Homography Estimation for Dynamic Scenes CVPR 2020 Deep Hurdle Networks for Zero-Inflated Multi-Target Regression: Application to Multiple Species Abundance Estimation IJCAI 2020 Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals MLHC 2020 Deep Learning Based Assessment of Synthetic Speech Naturalness Interspeech 2020 Deep learning-based parameter mapping for joint relaxation and diffusion tensor MR Fingerprinting MIDL 2020 DeepLPF: Deep Local Parametric Filters for Image Enhancement CVPR 2020 Deep MOS Predictor for Synthetic Speech Using Cluster-Based Modeling Interspeech 2020 Deep PQR: Solving Inverse Reinforcement Learning using Anchor Actions ICML 2020 Deep Sigma Point Processes UAI 2020 Deep Smoothing of the Implied Volatility Surface NeurIPS 2020