Regression

Adaptive Gradient Descent without Descent ICML 2020 Adaptive Reduced Rank Regression NeurIPS 2020 Addressing Sample Size Challenges in Linked Data Through Data Fusion MLHC 2020 A Deep Learning Approach to Active Noise Control Interspeech 2020 A Deep Neural Network Model of Particle Thermal Radiation in Packed Bed AAAI 2020 A Dual Input-aware Factorization Machine for CTR Prediction IJCAI 2020 A Feasible Level Proximal Point Method for Nonconvex Sparse Constrained Optimization NeurIPS 2020 A First Principles Approach for Data-Efficient System Identification of Spring-Rod Systems via Differentiable Physics Engines L4DC 2020 A Framework for Sample Efficient Interval Estimation with Control Variates AISTATS 2020 A General Approach to Fairness with Optimal Transport AAAI 2020 Agnostic Learning of a Single Neuron with Gradient Descent NeurIPS 2020 AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularity NeurIPS 2020 AirNet: A Calibration Model for Low-Cost Air Monitoring Sensors Using Dual Sequence Encoder Networks AAAI 2020 A Knowledge Transfer Framework for Differentially Private Sparse Learning AAAI 2020 Alzheimer’s Dementia Recognition Through Spontaneous Speech: The ADReSS Challenge Interspeech 2020 A Multiclass Classification Approach to Label Ranking AISTATS 2020 An Attention-based Model for Conversion Rate Prediction with Delayed Feedback via Post-click Calibration IJCAI 2020 An Effective Hard Thresholding Method Based on Stochastic Variance Reduction for Nonconvex Sparse Learning AAAI 2020 An Evaluation of the Effect of Anxiety on Speech — Computational Prediction of Anxiety from Sustained Vowels Interspeech 2020 A new inference approach for training shallow and deep generalized linear models of noisy interacting neurons NeurIPS 2020 An implicit function learning approach for parametric modal regression NeurIPS 2020 An Interpretable and Sample Efficient Deep Kernel for Gaussian Process UAI 2020 An Objective Voice Gender Scoring System and Identification of the Salient Acoustic Measures Interspeech 2020 A Noise-Aware Memory-Attention Network Architecture for Regression-Based Speech Enhancement Interspeech 2020 A Novel Spatio-Temporal Multi-Task Approach for the Prediction of Diabetes-Related Complication: a Cardiopathy Case of Study IJCAI 2020