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Regression

195 directly classified papers

Papers per year

Papers

Sequential Modeling of Complex Marine Navigation: Case Study on a Passenger Vessel (Student Abstract) AAAI 2024
On the Optimality of Misspecified Spectral Algorithms JMLR 2024
The Reliability of OKRidge Method in Solving Sparse Ridge Regression Problems NIPS 2024
Asymptotic Characterisation of the Performance of Robust Linear Regression in the Presence of Outliers AISTATS 2024
Faithful Heteroscedastic Regression with Neural Networks AISTATS 2023
Smoothed Online Learning for Prediction in Piecewise Affine Systems NIPS 2023
Optimal Online Generalized Linear Regression with Stochastic Noise and Its Application to Heteroscedastic Bandits ICML 2023
Analyzing Subjectivity Using a Transformer-Based Regressor Trained on Naïve Speakers’ Judgements ACL 2023
SparsePose: Sparse-View Camera Pose Regression and Refinement CVPR 2023
Distributed Nonparametric Regression Imputation for Missing Response Problems with Large-scale Data JMLR 2023
Multicalibration as Boosting for Regression ICML 2023
Realistic Citation Count Prediction Task for Newly Published Papers EACL 2023
WKU_NLP at SemEval-2023 Task 9: Translation Augmented Multilingual Tweet Intimacy Analysis SEMEVAL 2023
Tilted Sparse Additive Models ICML 2023
Partial-Label Regression AAAI 2023
Conformalized Unconditional Quantile Regression AISTATS 2023
Data Augmentation for Imbalanced Regression AISTATS 2023
Neural Spline Search for Quantile Probabilistic Modeling AAAI 2023
Optimal Excess Risk Bounds for Empirical Risk Minimization on $p$-Norm Linear Regression NIPS 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
Conditional Linear Regression for Heterogeneous Covariances AISTATS 2022
Differentially Private Regression with Unbounded Covariates AISTATS 2022
Adaptively Partitioning Max-Affine Estimators for Convex Regression AISTATS 2022
DANets: Deep Abstract Networks for Tabular Data Classification and Regression AAAI 2022
Fast Stagewise Sparse Factor Regression JMLR 2022