Regression

Fairness-Aware Neural Rényi Minimization for Continuous Features IJCAI 2020 Fair regression via plug-in estimator and recalibration with statistical guarantees NeurIPS 2020 Fair regression with Wasserstein barycenters NeurIPS 2020 Fast and Accurate Ranking Regression AISTATS 2020 Fast Learning of Temporal Action Proposal via Dense Boundary Generator AAAI 2020 Fast OSCAR and OWL Regression via Safe Screening Rules ICML 2020 Fast RDMA-based Ordered Key-Value Store using Remote Learned Cache OSDI 2020 Ferryman at SemEval-2020 Task 7: Ensemble Model for Assessing Humor in Edited News Headlines SemEval 2020 Field-wise Learning for Multi-field Categorical Data NeurIPS 2020 Financial Risk Prediction with Multi-Round Q&A Attention Network IJCAI 2020 Financial Thought Experiment: A GAN-based Approach to Vast Robust Portfolio Selection IJCAI 2020 Finite Sample System Identification: Optimal Rates and the Role of Regularization L4DC 2020 FISR: Deep Joint Frame Interpolation and Super-Resolution with a Multi-Scale Temporal Loss AAAI 2020 Flexible distribution-free conditional predictive bands using density estimators AISTATS 2020 From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality CVPR 2020 From WiscKey to Bourbon: A Learned Index for Log-Structured Merge Trees OSDI 2020 Frugal Paradigm Completion ACL 2020 Functional Martingale Residual Process for High-Dimensional Cox Regression with Model Averaging JMLR 2020 GaSPing for Utility AAAI 2020 Gaussian Gated Linear Networks NeurIPS 2020 Gaze Estimation for Assisted Living Environments WACV 2020 Generalisation error in learning with random features and the hidden manifold model ICML 2020 Generalization Error of Generalized Linear Models in High Dimensions ICML 2020 Generalized and Scalable Optimal Sparse Decision Trees ICML 2020 Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection NeurIPS 2020