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Statistical Learning

4076 directly classified papers

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Papers

Interpolation and Regularization for Causal Learning NIPS 2022
KSD Aggregated Goodness-of-fit Test NIPS 2022
Characterization of Excess Risk for Locally Strongly Convex Population Risk NIPS 2022
A Data-Augmentation Is Worth A Thousand Samples: Analytical Moments And Sampling-Free Training NIPS 2022
Convergence Guarantees for the Good-Turing Estimator JMLR 2022
Private Estimation with Public Data NIPS 2022
Recovering shared structure from multiple networks with unknown edge distributions JMLR 2022
Mean Estimation in High-Dimensional Binary Markov Gaussian Mixture Models NIPS 2022
Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces NIPS 2022
Interpolating Predictors in High-Dimensional Factor Regression JMLR 2022
Meta-analysis of heterogeneous data: integrative sparse regression in high-dimensions JMLR 2022
Two-Sample Testing on Ranked Preference Data and the Role of Modeling Assumptions JMLR 2022
Nystrom Regularization for Time Series Forecasting JMLR 2022
Maximum sampled conditional likelihood for informative subsampling JMLR 2022
Minimax optimal approaches to the label shift problem in non-parametric settings JMLR 2022
REGroup: Rank-Aggregating Ensemble of Generative Classifiers for Robust Predictions WACV 2022
Estimating Structural Disparities for Face Models CVPR 2022
SSR: Utilizing Simplified Stance Reasoning Process for Robust Stance Detection COLING 2022
dialectR: Doing Dialectometry in R COLING 2022
Revisiting Statistical Laws of Semantic Shift in Romance Cognates COLING 2022
Team LEGO at SemEval-2022 Task 4: Machine Learning Methods for PCL Detection NAACL 2022
Then and Now: Quantifying the Longitudinal Validity of Self-Disclosed Depression Diagnoses NAACL 2022
Investigating Information-Theoretic Properties of the Typology of Spatial Demonstratives NAACL 2022
Aspect-based Analysis of Advertising Appeals for Search Engine Advertising NAACL 2022
JB132 submission to the SIGMORPHON 2022 Shared Task 3 on Morphological Segmentation NAACL 2022