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Feature Selection

479 papers

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Papers

Prediction of L2 speech proficiency based on multi-level linguistic features INTERSPEECH 2022
Data-Derived Weak Universal Consistency JMLR 2022
Additive Nonlinear Quantile Regression in Ultra-high Dimension JMLR 2022
Transfer Learning in Information Criteria-based Feature Selection JMLR 2022
abess: A Fast Best-Subset Selection Library in Python and R JMLR 2022
Functional Linear Regression with Mixed Predictors JMLR 2022
The Geometry of Uniqueness, Sparsity and Clustering in Penalized Estimation JMLR 2022
Scalable Gaussian-process regression and variable selection using Vecchia approximations JMLR 2022
Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks NAACL 2022
Learning the Ordering of Coordinate Compounds and Elaborate Expressions in Hmong, Lahu, and Chinese NAACL 2022
Dynamic Sasvi: Strong Safe Screening for Norm-Regularized Least Squares NIPS 2021
On Locality of Local Explanation Models NIPS 2021
Algorithmic stability and generalization of an unsupervised feature selection algorithm NIPS 2021
Iterative Teaching by Label Synthesis NIPS 2021
Sample-Efficient L0-L2 Constrained Structure Learning of Sparse Ising Models AAAI 2021
Measuring Dependence with Matrix-based Entropy Functional AAAI 2021
LAST at SemEval-2021 Task 1: Improving Multi-Word Complexity Prediction Using Bigram Association Measures ACL 2021
CLULEX at SemEval-2021 Task 1: A Simple System Goes a Long Way ACL 2021
LassoNet: Neural Networks with Feature Sparsity AISTATS 2021
Scalability vs. Utility: Do We Have To Sacrifice One for the Other in Data Importance Quantification? CVPR 2021
To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning EMNLP 2021
Efficient Explanations from Empirical Explainers EMNLP 2021
Reference-Free Word- and Sentence-Level Translation Evaluation with Token-Matching Metrics EMNLP 2021
Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis EMNLP 2021
Data Processing Matters: SRPH-Konvergen AI’s Machine Translation System for WMT’21 EMNLP 2021