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Regression

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When Argumentation Meets Cohesion: Enhancing Automatic Feedback in Student Writing COLING 2024
Individual Text Corpora Predict Openness, Interests, Knowledge and Level of Education COLING 2024
Label Noise Robustness of Conformal Prediction JMLR 2024
Mixture-of-Linear-Experts for Long-term Time Series Forecasting AISTATS 2024
Random Forest Weighted Local Fréchet Regression with Random Objects JMLR 2024
Robust Non-linear Normalization of Heterogeneous Feature Distributions with Adaptive Tanh-Estimators AISTATS 2024
Nonparametric Regression Using Over-parameterized Shallow ReLU Neural Networks JMLR 2024
Low-Rank Matrix Estimation in the Presence of Change-Points JMLR 2024
PredToken: Predicting Unknown Tokens and Beyond with Coarse-to-Fine Iterative Decoding CVPR 2024
On Tail Decay Rate Estimation of Loss Function Distributions JMLR 2024
Distributed Estimation on Semi-Supervised Generalized Linear Model JMLR 2024
Differentially private methods for managing model uncertainty in linear regression JMLR 2024
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark CVPR 2024
NLU-STR at SemEval-2024 Task 1: Generative-based Augmentation and Encoder-based Scoring for Semantic Textual Relatedness SEMEVAL 2024
Single Domain Generalization for Crowd Counting CVPR 2024
Density-Regression: Efficient and Distance-aware Deep Regressor for Uncertainty Estimation under Distribution Shifts AISTATS 2024
Post-Regularization Confidence Bands for Ordinary Differential Equations JMLR 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
Automatic Speech Recognition System-Independent Word Error Rate Estimation COLING 2024
FlowDiffuser: Advancing Optical Flow Estimation with Diffusion Models CVPR 2024
Power of knockoff: The impact of ranking algorithm, augmented design, and symmetric statistic JMLR 2024
Semi-supervised Inference for Block-wise Missing Data without Imputation JMLR 2024
Neural Additive Models for Location Scale and Shape: A Framework for Interpretable Neural Regression Beyond the Mean AISTATS 2024
Estimating the Minimizer and the Minimum Value of a Regression Function under Passive Design JMLR 2024
Sharif-STR at SemEval-2024 Task 1: Transformer as a Regression Model for Fine-Grained Scoring of Textual Semantic Relations SEMEVAL 2024