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Regression

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Papers

From Sparse to Dense Functional Data in High Dimensions: Revisiting Phase Transitions from a Non-Asymptotic Perspective JMLR 2025
Error estimation and adaptive tuning for unregularized robust M-estimator JMLR 2025
Bayesian Multi-Group Gaussian Process Models for Heterogeneous Group-Structured Data JMLR 2025
Rank-one Convexification for Sparse Regression JMLR 2025
Efficient and Robust Semi-supervised Estimation of Average Treatment Effect with Partially Annotated Treatment and Response JMLR 2025
Wasserstein F-tests for Frechet regression on Bures-Wasserstein manifolds JMLR 2025
TechSSN3 at SemEval-2025 Task 9: Food Hazard and Product Detection - Category Identification and Vector Prediction ACL 2025
LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting ACL 2025
Who leads? Who follows? Temporal dynamics of political dogwhistles in Swedish online communities ACL 2025
Neuro-Guided Graph Search for Symbolic Regression (Student Abstract) AAAI 2025
PreSumm: Predicting Summarization Performance Without Summarizing ACL 2025
Mixture of Ordered Scoring Experts for Cross-prompt Essay Trait Scoring ACL 2025
When Instructions Multiply: Measuring and Estimating LLM Capabilities of Multiple Instructions Following EMNLP 2025
Automated Scoring of a German Written Elicited Imitation Test ACL 2025
An Appraisal Theoretic Approach to Modelling Affect Flow in Conversation Corpora ACL 2025
Structural Reward Model: Enhancing Interpretability, Efficiency, and Scalability in Reward Modeling EMNLP 2025
Assessing effective de-escalation of crisis conversations using transformer-based models and trend statistics EMNLP 2025
The Arabic Generality Score: Another Dimension of Modeling Arabic Dialectness EMNLP 2025
Long-Tail Crisis in Nearest Neighbor Language Models NAACL 2025
Physics-informed Kernel Learning JMLR 2025
Geometry-Dependent Matching Pursuit: a Transition Phase for Convergence on Linear Regression and LASSO JMLR 2025
COAS2W: A Chinese Older-Adults Spoken-to-Written Transformation Corpus with Context Awareness EMNLP 2025
Contextual Metric Meta-Evaluation by Measuring Local Metric Accuracy NAACL 2025
Hierarchical and Stochastic Crystallization Learning: Geometrically Leveraged Nonparametric Regression with Delaunay Triangulation JMLR 2025
A Generative Pre-Trained Language Model for Channel Prediction in Wireless Communications Systems EMNLP 2025