Regression

Semi-supervised Review-Aware Rating Regression (Student Abstract) AAAI 2023 Sequential Gradient Descent and Quasi-Newton’s Method for Change-Point Analysis AISTATS 2023 Sequential Predictive Conformal Inference for Time Series ICML 2023 (S)GD over Diagonal Linear Networks: Implicit bias, Large Stepsizes and Edge of Stability NeurIPS 2023 Shapley Based Residual Decomposition for Instance Analysis ICML 2023 Sharing Pattern Submodels for Prediction with Missing Values AAAI 2023 Sharp analysis of EM for learning mixtures of pairwise differences COLT 2023 Simple Transferability Estimation for Regression Tasks UAI 2023 Simplicity Level Estimate (SLE): A Learned Reference-Less Metric for Sentence Simplification EMNLP 2023 Simulating Network Paths with Recurrent Buffering Units AAAI 2023 Single Image Defocus Deblurring via Implicit Neural Inverse Kernels ICCV 2023 SIUNet: Sparsity Invariant U-Net for Edge-Aware Depth Completion WACV 2023 Sketched Ridgeless Linear Regression: The Role of Downsampling ICML 2023 Smoothed Online Learning for Prediction in Piecewise Affine Systems NeurIPS 2023 Smoothing the Landscape Boosts the Signal for SGD: Optimal Sample Complexity for Learning Single Index Models NeurIPS 2023 Solving High-Dimensional PDEs with Latent Spectral Models ICML 2023 Sparse Deep Learning for Time Series Data: Theory and Applications NeurIPS 2023 SparsePose: Sparse-View Camera Pose Regression and Refinement CVPR 2023 Spatial LibriSpeech: An Augmented Dataset for Spatial Audio Learning Interspeech 2023 Spatially Adaptive Online Prediction of Piecewise Regular Functions ALT 2023 Speaking Clearly, Understanding Better: Predicting the L2 Narrative Comprehension of Chinese Bilingual Kindergarten Children Based on Speech Intelligibility Using a Machine Learning Approach Interspeech 2023 Spearman Rank Correlation Screening for Ultrahigh-Dimensional Censored Data AAAI 2023 Stability of Random Forests and Coverage of Random-Forest Prediction Intervals NeurIPS 2023 StableDR: Stabilized Doubly Robust Learning for Recommendation on Data Missing Not at Random ICLR 2023 Stable Estimation of Heterogeneous Treatment Effects ICML 2023