group sparsity

Unsupervised Feature Selection Through Group Discovery AAAI 2026 Joint Reference Microphone Selection and Filter Order Determination in Multi-channel Active Noise Control Interspeech 2025 A minimax optimal approach to high-dimensional double sparse linear regression JMLR 2024 High-dimensional (Group) Adversarial Training in Linear Regression NeurIPS 2024 Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training CVPR 2024 Transferable Structural Sparse Adversarial Attack Via Exact Group Sparsity Training CVPR 2024 An Inexact Augmented Lagrangian Algorithm for Training Leaky ReLU Neural Network with Group Sparsity JMLR 2023 A Variance-Reduced and Stabilized Proximal Stochastic Gradient Method with Support Identification Guarantees for Structured Optimization AISTATS 2023 Implicit Regularization for Group Sparsity ICLR 2023 Simplicial Embeddings in Self-Supervised Learning and Downstream Classification ICLR 2023 Bottleneck Low-rank Transformers for Low-resource Spoken Language Understanding Interspeech 2022 Continual Learning with Node-Importance based Adaptive Group Sparse Regularization NeurIPS 2020 Disentangling Direct and Indirect Interactions in Polytomous Item Response Theory Models IJCAI 2020 Economy Statistical Recurrent Units For Inferring Nonlinear Granger Causality ICLR 2020 Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression CVPR 2020 Robust Multi-View Representation Learning (Student Abstract) AAAI 2020 Fast and Robust Multi-View Multi-Task Learning via Group Sparsity IJCAI 2019 Structured Adversarial Attack: Towards General Implementation and Better Interpretability ICLR 2019 Improving Sparse Representations in Exemplar-Based Voice Conversion with a Phoneme-Selective Objective Function Interspeech 2018 Combined Group and Exclusive Sparsity for Deep Neural Networks ICML 2017 Group Sparse CNNs for Question Classification with Answer Sets ACL 2017 Inverse Covariance Estimation with Structured Groups IJCAI 2017 k-Support and Ordered Weighted Sparsity for Overlapping Groups: Hardness and Algorithms NeurIPS 2017 Sparse + Group-Sparse Dirty Models: Statistical Guarantees without Unreasonable Conditions and a Case for Non-Convexity ICML 2017 Adaptive Group Sparsity for Non-Negative Matrix Factorization with Application to Unsupervised Source Separation Interspeech 2016