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Regression

4964 directly classified papers

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Papers

Towards a Greek Proverb Atlas: Computational Spatial Exploration and Attribution of Greek Proverbs EMNLP 2024
Think Global, Adapt Local: Learning Locally Adaptive K-Nearest Neighbor Kernel Density Estimators AISTATS 2024
Nonparametric Regression for 3D Point Cloud Learning JMLR 2024
Optimal Weighted Random Forests JMLR 2024
Label Noise Robustness of Conformal Prediction JMLR 2024
Plug-in Language Model: Controlling Text Generation with a Simple Regression Model NAACL 2024
Policy Learning for Localized Interventions from Observational Data AISTATS 2024
Semi-supervised Inference for Block-wise Missing Data without Imputation JMLR 2024
Random Forest Weighted Local Fréchet Regression with Random Objects JMLR 2024
NLP-LISAC at SemEval-2024 Task 1: Transformer-based approaches for Determining Semantic Textual Relatedness NAACL 2024
Towards Optimal Sobolev Norm Rates for the Vector-Valued Regularized Least-Squares Algorithm JMLR 2024
Permuted and Unlinked Monotone Regression in R^d: an approach based on mixture modeling and optimal transport JMLR 2024
GGD: Grafting Gradient Descent JMLR 2024
Differentially private methods for managing model uncertainty in linear regression JMLR 2024
Statistical Optimality of Divide and Conquer Kernel-based Functional Linear Regression JMLR 2024
Unsupervised Tree Boosting for Learning Probability Distributions JMLR 2024
ENNS: Variable Selection, Regression, Classification, and Deep Neural Network for High-Dimensional Data JMLR 2024
Distributed Estimation on Semi-Supervised Generalized Linear Model JMLR 2024
Deep Nonparametric Quantile Regression under Covariate Shift JMLR 2024
Fréchet Random Forests for Metric Space Valued Regression with Non Euclidean Predictors JMLR 2024
On Using Admissible Bounds for Learning Forward Search Heuristics IJCAI 2024
Robust Non-linear Normalization of Heterogeneous Feature Distributions with Adaptive Tanh-Estimators AISTATS 2024
Sharp error bounds for imbalanced classification: how many examples in the minority class? AISTATS 2024
Text Mining at SemEval-2024 Task 1: Evaluating Semantic Textual Relatedness in Low-resource Languages using Various Embedding Methods and Machine Learning Regression Models SEMEVAL 2024
Learning Spatial Similarity Distribution for Few-shot Object Counting IJCAI 2024