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Regression

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Papers

Asymptotic Degradation of Linear Regression Estimates with Strategic Data Sources ALT 2022
Predictive State Propensity Subclassification (PSPS): A causal inference algorithm for data-driven propensity score stratification CLEAR 2022
Non-parametric Inference Adaptive to Intrinsic Dimension CLEAR 2022
Differentially Private Estimation of Heterogeneous Causal Effects CLEAR 2022
Revisiting Statistical Laws of Semantic Shift in Romance Cognates COLING 2022
From Polarity to Intensity: Mining Morality from Semantic Space COLING 2022
Automated Essay Scoring via Pairwise Contrastive Regression COLING 2022
Summarization of Long Input Texts Using Multi-Layer Neural Network COLING 2022
Computational Detection of Narrativity: A Comparison Using Textual Features and Reader Response COLING 2022
Which One Is More Toxic? Findings from Jigsaw Rate Severity of Toxic Comments COLING 2022
Does partial pretranslation can improve low ressourced-languages pairs? COLING 2022
On the Benefits of Large Learning Rates for Kernel Methods COLT 2022
The Implicit Bias of Benign Overfitting COLT 2022
Learning with metric losses COLT 2022
(Nearly) Optimal Private Linear Regression for Sub-Gaussian Data via Adaptive Clipping COLT 2022
Trace norm regularization for multi-task learning with scarce data COLT 2022
An Efficient Minimax Optimal Estimator For Multivariate Convex Regression COLT 2022
Accelerated SGD for Non-Strongly-Convex Least Squares COLT 2022
Single Trajectory Nonparametric Learning of Nonlinear Dynamics COLT 2022
Kernel interpolation in Sobolev spaces is not consistent in low dimensions COLT 2022
Two-Sided Weak Submodularity for Matroid Constrained Optimization and Regression COLT 2022
On the well-spread property and its relation to linear regression COLT 2022
Universality of empirical risk minimization COLT 2022
Learning a Single Neuron with Adversarial Label Noise via Gradient Descent COLT 2022
Memorize to generalize: on the necessity of interpolation in high dimensional linear regression COLT 2022