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Regression

4964 directly classified papers

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Papers

NLP-LISAC at SemEval-2024 Task 1: Transformer-based approaches for Determining Semantic Textual Relatedness NAACL 2024
The Closeness of In-Context Learning and Weight Shifting for Softmax Regression NIPS 2024
Learning from Polar Representation: An Extreme-Adaptive Model for Long-Term Time Series Forecasting AAAI 2024
Least Squares Regression Can Exhibit Under-Parameterized Double Descent NIPS 2024
Post-Regularization Confidence Bands for Ordinary Differential Equations JMLR 2024
Solving Sparse \& High-Dimensional-Output Regression via Compression NIPS 2024
Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift NIPS 2024
Findings from the First Shared Task on Automated Prediction of Difficulty and Response Time for Multiple-Choice Questions NAACL 2024
A minimax optimal approach to high-dimensional double sparse linear regression JMLR 2024
Computation-Aware Gaussian Processes: Model Selection And Linear-Time Inference NIPS 2024
A Fixed-Point Approach to Unified Prompt-Based Counting AAAI 2024
A Comprehensive Analysis on the Learning Curve in Kernel Ridge Regression NIPS 2024
Combining Machine Learning and Queueing Theory for Data-Driven Incarceration-Diversion Program Management AAAI 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 NAACL 2024
Linearised data-driven LSTM-based control of multi-input HVAC systems L4DC 2024
Robust Gaussian Processes via Relevance Pursuit NIPS 2024
ITEC at MLSP 2024: Transferring Predictions of Lexical Difficulty from Non-Native Readers NAACL 2024
Distributed Least Squares in Small Space via Sketching and Bias Reduction NIPS 2024
Learning “look-ahead” nonlocal traffic dynamics in a ring road L4DC 2024
PEACE: A Dataset of Pharmaceutical Care for Cancer Pain Analgesia Evaluation and Medication Decision NIPS 2024
TueSents at SemEval-2024 Task 8: Predicting the Shift from Human Authorship to Machine-generated Output in a Mixed Text NAACL 2024
Towards Harmless Rawlsian Fairness Regardless of Demographic Prior NIPS 2024
Implicit Regularization of Decentralized Gradient Descent for Sparse Regression NIPS 2024
Tübingen-CL at SemEval-2024 Task 1: Ensemble Learning for Semantic Relatedness Estimation NAACL 2024
Scaling Up Unbiased Search-based Symbolic Regression IJCAI 2024