Regression

Natural Language Processing for Computer Scientists and Data Scientists at a Large State University NAACL 2021 NEAP-F: Network Epoch Accuracy Prediction Framework (Student Abstract) AAAI 2021 Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications AISTATS 2021 Near-Optimal Linear Regression under Distribution Shift ICML 2021 Neural Additive Models: Interpretable Machine Learning with Neural Nets NeurIPS 2021 Neural Jump Ordinary Differential Equations: Consistent Continuous-Time Prediction and Filtering ICLR 2021 Neural Utility Functions AAAI 2021 Neuron Matching in C. elegans With Robust Approximate Linear Regression Without Correspondence WACV 2021 Non-Intrusive Speech Quality Assessment with Transfer Learning and Subject-Specific Scaling Interspeech 2021 Nonlinear Data-Enabled Prediction and Control L4DC 2021 Nonlinear Functional Output Regression: A Dictionary Approach AISTATS 2021 Nonlinear state-space identification using deep encoder networks L4DC 2021 Nonparametric Estimation of Heterogeneous Treatment Effects: From Theory to Learning Algorithms AISTATS 2021 Non-parametric Quantile Regression via the K-NN Fused Lasso JMLR 2021 Non-PSD matrix sketching with applications to regression and optimization UAI 2021 Oblivious Sketching for Logistic Regression ICML 2021 OCHADAI-KYOTO at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction SemEval 2021 Offline Model-Based Optimization via Normalized Maximum Likelihood Estimation ICLR 2021 Online A-Optimal Design and Active Linear Regression ICML 2021 Online Forgetting Process for Linear Regression Models AISTATS 2021 Online Sparse Reinforcement Learning AISTATS 2021 On Modeling Glottal Source Information for Phonation Assessment in Parkinson’s Disease Interspeech 2021 On Optimal Interpolation in Linear Regression NeurIPS 2021 On the Role of Optimization in Double Descent: A Least Squares Study NeurIPS 2021 On the Sample Complexity of Learning under Geometric Stability NeurIPS 2021