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Regression

4964 directly classified papers

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Papers

Stochastic Mirror Descent for Large-Scale Sparse Recovery AISTATS 2023
Is interpolation benign for random forest regression? AISTATS 2023
A Variance-Reduced and Stabilized Proximal Stochastic Gradient Method with Support Identification Guarantees for Structured Optimization AISTATS 2023
CKingCoder at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis SEMEVAL 2023
High-Dimensional Private Empirical Risk Minimization by Greedy Coordinate Descent AISTATS 2023
To Impute or not to Impute? Missing Data in Treatment Effect Estimation AISTATS 2023
From Shapley Values to Generalized Additive Models and back AISTATS 2023
Coordinate Descent for SLOPE AISTATS 2023
Compression-Aware Video Super-Resolution CVPR 2023
Mean Parity Fair Regression in RKHS AISTATS 2023
(Dis)agreement and Preference Structure are Reflected in Matching Along Distinct Acoustic-prosodic Features INTERSPEECH 2023
NeFII: Inverse Rendering for Reflectance Decomposition With Near-Field Indirect Illumination CVPR 2023
Rethinking the Approximation Error in 3D Surface Fitting for Point Cloud Normal Estimation CVPR 2023
Agnostic PAC Learning of $k$-juntas Using $L_2$-Polynomial Regression AISTATS 2023
Robust Linear Regression for General Feature Distribution AISTATS 2023
Robust and Scalable Gaussian Process Regression and Its Applications CVPR 2023
“Plus/minus the learning rate”: Easy and Scalable Statistical Inference with SGD AISTATS 2023
Few-Shot Non-Line-of-Sight Imaging With Signal-Surface Collaborative Regularization CVPR 2023
Mixed Linear Regression via Approximate Message Passing AISTATS 2023
Scalable Bayesian Optimization Using Vecchia Approximations of Gaussian Processes AISTATS 2023
Sequential Gradient Descent and Quasi-Newton’s Method for Change-Point Analysis AISTATS 2023
IterativePFN: True Iterative Point Cloud Filtering CVPR 2023
Adaptive Cholesky Gaussian Processes AISTATS 2023
Bayesian Variable Selection in a Million Dimensions AISTATS 2023
Exploring Context-Aware Evaluation Metrics for Machine Translation EMNLP 2023