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Feature Selection

479 papers

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Papers

Few-shot Learning for Feature Selection with Hilbert-Schmidt Independence Criterion NIPS 2022
A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension NIPS 2022
Sparse Interaction Additive Networks via Feature Interaction Detection and Sparse Selection NIPS 2022
Training Subset Selection for Weak Supervision NIPS 2022
Normalizing Flows for Knockoff-free Controlled Feature Selection NIPS 2022
Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees NIPS 2022
Composite Feature Selection Using Deep Ensembles NIPS 2022
Fast and More Powerful Selective Inference for Sparse High-Order Interaction Model AAAI 2022
PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Data Subset Selection AAAI 2022
CEN-Tamil@DravidianLangTech-ACL2022: Abusive Comment detection in Tamil using TF-IDF and Random Kitchen Sink Algorithm ACL 2022
VFDS: Variational Foresight Dynamic Selection in Bayesian Neural Networks for Efficient Human Activity Recognition AISTATS 2022
Feature screening with kernel knockoffs AISTATS 2022
On Learning Mixture Models with Sparse Parameters AISTATS 2022
Feature Collapsing for Gaussian Process Variable Ranking AISTATS 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
Finding Influential Instances for Distantly Supervised Relation Extraction COLING 2022
Assessing Digital Language Support on a Global Scale COLING 2022
Robust Sparse Mean Estimation via Sum of Squares COLT 2022
Practical Benefits of Feature Feedback Under Distribution Shift EMNLP 2022
SQU-CS @ NADI 2022: Dialectal Arabic Identification using One-vs-One Classification with TF-IDF Weights Computed on Character n-grams EMNLP 2022
Analyzing the Use of Influence Functions for Instance-Specific Data Filtering in Neural Machine Translation EMNLP 2022
eTranslation’s Submissions to the WMT22 General Machine Translation Task EMNLP 2022
Feature selection using e-values ICML 2022
Feature and Parameter Selection in Stochastic Linear Bandits ICML 2022