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Regression

4964 directly classified papers

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Papers

Improved Bound on Generalization Error of Compressed KNN Estimator AISTATS 2023
Unifying local and global model explanations by functional decomposition of low dimensional structures AISTATS 2023
On Model Selection Consistency of Lasso for High-Dimensional Ising Models AISTATS 2023
Towards Effective Long-Form QA with Evidence Augmentation EMNLP 2023
Stochastic Mirror Descent for Large-Scale Sparse Recovery AISTATS 2023
MEE4 and XLsim : IIIT HYD’s Submissions’ for WMT23 Metrics Shared Task EMNLP 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
Validation of a Task-Independent Cepstral Peak Prominence Measure with Voice Activity Detection INTERSPEECH 2023
High-Dimensional Private Empirical Risk Minimization by Greedy Coordinate Descent AISTATS 2023
Simplicity Level Estimate (SLE): A Learned Reference-Less Metric for Sentence Simplification EMNLP 2023
Rethinking the Approximation Error in 3D Surface Fitting for Point Cloud Normal Estimation CVPR 2023
Robot Structure Prior Guided Temporal Attention for Camera-to-Robot Pose Estimation From Image Sequence CVPR 2023
Coordinate Descent for SLOPE AISTATS 2023
Harnessing LLMs for Temporal Data - A Study on Explainable Financial Time Series Forecasting EMNLP 2023
DARE-GRAM: Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices CVPR 2023
Mean Parity Fair Regression in RKHS AISTATS 2023
ArgAnalysis35K : A large-scale dataset for Argument Quality Analysis ACL 2023
MetricX-23: The Google Submission to the WMT 2023 Metrics Shared Task EMNLP 2023
Agnostic PAC Learning of $k$-juntas Using $L_2$-Polynomial Regression AISTATS 2023
TempSAL - Uncovering Temporal Information for Deep Saliency Prediction CVPR 2023
Robust Linear Regression for General Feature Distribution AISTATS 2023
Neural Frailty Machine: Beyond proportional hazard assumption in neural survival regressions NIPS 2023
HypLiLoc: Towards Effective LiDAR Pose Regression With Hyperbolic Fusion CVPR 2023
Comparing and Predicting Eye-tracking Data of Mandarin and Cantonese EACL 2023