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Feature Selection

462 directly classified papers

Papers per year

Papers

Prediction of L2 speech proficiency based on multi-level linguistic features INTERSPEECH 2022
VFDS: Variational Foresight Dynamic Selection in Bayesian Neural Networks for Efficient Human Activity Recognition AISTATS 2022
CEN-Tamil@DravidianLangTech-ACL2022: Abusive Comment detection in Tamil using TF-IDF and Random Kitchen Sink Algorithm ACL 2022
Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees NIPS 2022
Scalable Gaussian-process regression and variable selection using Vecchia approximations JMLR 2022
Analyzing the Use of Influence Functions for Instance-Specific Data Filtering in Neural Machine Translation EMNLP 2022
Feature selection using e-values ICML 2022
Sample-Efficient L0-L2 Constrained Structure Learning of Sparse Ising Models AAAI 2021
Measuring Dependence with Matrix-based Entropy Functional AAAI 2021
Iterative Teaching by Label Synthesis NIPS 2021
Learning Sparse Classifiers: Continuous and Mixed Integer Optimization Perspectives JMLR 2021
An Importance Weighted Feature Selection Stability Measure JMLR 2021
Integrative Generalized Convex Clustering Optimization and Feature Selection for Mixed Multi-View Data JMLR 2021
LassoNet: A Neural Network with Feature Sparsity JMLR 2021
Scalability vs. Utility: Do We Have To Sacrifice One for the Other in Data Importance Quantification? CVPR 2021
Data Processing Matters: SRPH-Konvergen AI’s Machine Translation System for WMT’21 EMNLP 2021
Reference-Free Word- and Sentence-Level Translation Evaluation with Token-Matching Metrics EMNLP 2021
Dynamic Sasvi: Strong Safe Screening for Norm-Regularized Least Squares NIPS 2021
Efficient Explanations from Empirical Explainers EMNLP 2021
Sparse and Smooth Signal Estimation: Convexification of L0-Formulations JMLR 2021
Optimal Minimax Variable Selection for Large-Scale Matrix Linear Regression Model JMLR 2021
On Locality of Local Explanation Models NIPS 2021
Algorithmic stability and generalization of an unsupervised feature selection algorithm NIPS 2021
SPECTRE: defending against backdoor attacks using robust statistics ICML 2021
Sparsity-Agnostic Lasso Bandit ICML 2021