feature selection

Adversarial Reinforcement Learning for Unsupervised Domain Adaptation WACV 2021 A Highly-Efficient Group Elastic Net Algorithm with an Application to Function-On-Scalar Regression NeurIPS 2021 Algorithmic stability and generalization of an unsupervised feature selection algorithm NeurIPS 2021 Alignment Rationale for Natural Language Inference ACL 2021 An Importance Weighted Feature Selection Stability Measure JMLR 2021 A Separation Result Between Data-oblivious and Data-aware Poisoning Attacks NeurIPS 2021 Automatic Extraction of Speech Rhythm Descriptors for Speech Intelligibility Assessment in the Context of Head and Neck Cancers Interspeech 2021 Automatic Severity Classification of Korean Dysarthric Speech Using Phoneme-Level Pronunciation Features Interspeech 2021 Causal and interventional Markov boundaries UAI 2021 CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature Selection ICML 2021 Data Domain Change and Feature Selection to Predict Cardiac Pathology with a 2D Clinical Dataset and Convolutional Neural Networks (Student Abstract) AAAI 2021 DebiNet: Debiasing Linear Models with Nonlinear Overparameterized Neural Networks AISTATS 2021 Dynamic Sasvi: Strong Safe Screening for Norm-Regularized Least Squares NeurIPS 2021 Explaining A Black-box By Using A Deep Variational Information Bottleneck Approach AAAI 2021 Factorization Machines with Regularization for Sparse Feature Interactions JMLR 2021 Finding Relevant Information via a Discrete Fourier Expansion ICML 2021 Fractal Autoencoders for Feature Selection AAAI 2021 From global to local MDI variable importances for random forests and when they are Shapley values NeurIPS 2021 Global Optimality Beyond Two Layers: Training Deep ReLU Networks via Convex Programs ICML 2021 GSPL: A Succinct Kernel Model for Group-Sparse Projections Learning of Multiview Data IJCAI 2021 High-Dimensional Feature Selection for Sample Efficient Treatment Effect Estimation AISTATS 2021 How to Gain on Power: Novel Conditional Independence Tests Based on Short Expansion of Conditional Mutual Information JMLR 2021 Improved Speech Separation with Time-and-Frequency Cross-Domain Feature Selection Interspeech 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