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Feature Selection

462 directly classified papers

Papers per year

Papers

Learning the Ordering of Coordinate Compounds and Elaborate Expressions in Hmong, Lahu, and Chinese NAACL 2022
Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks NAACL 2022
Prediction of L2 speech proficiency based on multi-level linguistic features INTERSPEECH 2022
Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees NIPS 2022
Finding Influential Instances for Distantly Supervised Relation Extraction COLING 2022
CoHS-CQG: Context and History Selection for Conversational Question Generation COLING 2022
Linguistically Motivated Features for Classifying Shorter Text into Fiction and Non-Fiction Genre COLING 2022
A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension NIPS 2022
Feature screening with kernel knockoffs AISTATS 2022
Sparse Interaction Additive Networks via Feature Interaction Detection and Sparse Selection NIPS 2022
Training Subset Selection for Weak Supervision NIPS 2022
Composite Feature Selection Using Deep Ensembles NIPS 2022
Robust Sparse Mean Estimation via Sum of Squares COLT 2022
Feature and Parameter Selection in Stochastic Linear Bandits ICML 2022
SQU-CS @ NADI 2022: Dialectal Arabic Identification using One-vs-One Classification with TF-IDF Weights Computed on Character n-grams EMNLP 2022
VFDS: Variational Foresight Dynamic Selection in Bayesian Neural Networks for Efficient Human Activity Recognition AISTATS 2022
Few-shot Learning for Feature Selection with Hilbert-Schmidt Independence Criterion NIPS 2022
On Learning Mixture Models with Sparse Parameters AISTATS 2022
Feature Collapsing for Gaussian Process Variable Ranking AISTATS 2022
Assessing Digital Language Support on a Global Scale COLING 2022
Scalable Gaussian-process regression and variable selection using Vecchia approximations JMLR 2022
Transfer Learning in Information Criteria-based Feature Selection JMLR 2022
Data-Derived Weak Universal Consistency JMLR 2022
PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Data Subset Selection AAAI 2022
Additive Nonlinear Quantile Regression in Ultra-high Dimension JMLR 2022