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Regression

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Papers

Exploiting Categorical Structure Using Tree-Based Methods AISTATS 2020
Flexible distribution-free conditional predictive bands using density estimators AISTATS 2020
Linear predictor on linearly-generated data with missing values: non consistency and solutions AISTATS 2020
Nonparametric Estimation in the Dynamic Bradley-Terry Model AISTATS 2020
The Implicit Regularization of Ordinary Least Squares Ensembles AISTATS 2020
Logistic regression with peer-group effects via inference in higher-order Ising models AISTATS 2020
Learning spectrograms with convolutional spectral kernels AISTATS 2020
Convex Geometry of Two-Layer ReLU Networks: Implicit Autoencoding and Interpretable Models AISTATS 2020
A Robust Univariate Mean Estimator is All You Need AISTATS 2020
Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions AISTATS 2020
Scaling up Kernel Ridge Regression via Locality Sensitive Hashing AISTATS 2020
Optimal Deterministic Coresets for Ridge Regression AISTATS 2020
Adaptive, Distribution-Free Prediction Intervals for Deep Networks AISTATS 2020
Sublinear Optimal Policy Value Estimation in Contextual Bandits AISTATS 2020
A Theoretical and Practical Framework for Regression and Classification from Truncated Samples AISTATS 2020
A Framework for Sample Efficient Interval Estimation with Control Variates AISTATS 2020
Robust guarantees for learning an autoregressive filter ALT 2020
Automated Prediction of Examinee Proficiency from Short-Answer Questions COLING 2020
Predicting Personal Opinion on Future Events with Fingerprints COLING 2020
Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers COLING 2020
Predicting Clickbait Strength in Online Social Media COLING 2020
Mama/Papa, Is this Text for Me? COLING 2020
Arabic Curriculum Analysis COLING 2020
Aspect-Similarity-Aware Historical Influence Modeling for Rating Prediction COLING 2020
Results of a Single Blind Literary Taste Test with Short Anonymized Novel Fragments COLING 2020