Regression

On the Universality of the Double Descent Peak in Ridgeless Regression ICLR 2021 On Universal Approximation and Error Bounds for Fourier Neural Operators JMLR 2021 Optimal Feedback Law Recovery by Gradient-Augmented Sparse Polynomial Regression JMLR 2021 Optimal Minimax Variable Selection for Large-Scale Matrix Linear Regression Model JMLR 2021 Optimal Off-Policy Evaluation from Multiple Logging Policies ICML 2021 Optimal Rates of Distributed Regression with Imperfect Kernels JMLR 2021 Order Regularization on Ordinal Loss for Head Pose, Age and Gaze Estimation AAAI 2021 Outlier-Robust Optimal Transport ICML 2021 **Paper retracted by author request (see pdf for retraction notice from the authors)** Nonparametric Regression with Shallow Overparameterized Neural Networks Trained by GD with Early Stopping COLT 2021 Parametric Programming Approach for More Powerful and General Lasso Selective Inference AISTATS 2021 ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions NeurIPS 2021 Patch-VQ: 'Patching Up' the Video Quality Problem CVPR 2021 PIHKers at CMCL 2021 Shared Task: Cosine Similarity and Surprisal to Predict Human Reading Patterns. NAACL 2021 PiRank: Scalable Learning To Rank via Differentiable Sorting NeurIPS 2021 PLSO: A generative framework for decomposing nonstationary time-series into piecewise stationary oscillatory components UAI 2021 Point Processes for Competing Observations with Recurrent Networks (POPCORN): A Generative Model of EHR Data MLHC 2021 PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP) SemEval 2021 Pose Recognition With Cascade Transformers CVPR 2021 Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression AAAI 2021 Practical Single-Image Super-Resolution Using Look-Up Table CVPR 2021 Precise Minimax Regret for Logistic Regression with Categorical Feature Values ALT 2021 Predicting Flashover Occurrence using Surrogate Temperature Data AAAI 2021 Predicting Mining Industry Accidents with a Multitask Learning Approach AAAI 2021 Predicting Temporal Performance Drop of Deployed Production Spoken Language Understanding Models Interspeech 2021 Prediction Under Latent Factor Regression: Adaptive PCR, Interpolating Predictors and Beyond JMLR 2021