sparse regularization

Deep Weight Factorization: Sparse Learning Through the Lens of Artificial Symmetries ICLR 2025 An Inexact Projected Regularized Newton Method for Fused Zero-norms Regularization Problems JMLR 2024 Discontinuity-preserving Normal Integration with Auxiliary Edges CVPR 2024 Fitting ARMA Time Series Models without Identification: A Proximal Approach AISTATS 2024 Learning No-Regret Sparse Generalized Linear Models with Varying Observation(s) ICLR 2024 Fast Block Coordinate Descent for Non-Convex Group Regularizations AISTATS 2023 Improved Active Multi-Task Representation Learning via Lasso ICML 2023 Incremental Learning in Diagonal Linear Networks JMLR 2023 Sharing Pattern Submodels for Prediction with Missing Values AAAI 2023 Convergent Working Set Algorithm for Lasso with Non-Convex Sparse Regularizers AISTATS 2022 Revisiting Sparse Convolutional Model for Visual Recognition NeurIPS 2022 Factorization Machines with Regularization for Sparse Feature Interactions JMLR 2021 IGSSTRCF: Importance Guided Sparse Spatio-Temporal Regularized Correlation Filters for Tracking WACV 2021 Learning With Noisy Labels via Sparse Regularization ICCV 2021 Smooth Bilevel Programming for Sparse Regularization NeurIPS 2021 Statistical control for spatio-temporal MEG/EEG source imaging with desparsified mutli-task Lasso NeurIPS 2020 The Sparse MinMax k-Means Algorithm for High-Dimensional Clustering IJCAI 2020 CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis EMNLP 2019 Multi-Label Learning with Regularization Enriched Label-Specific Features ACML 2019 Multiway clustering via tensor block models NeurIPS 2019 RNN Architecture Learning with Sparse Regularization EMNLP 2019 RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series AAAI 2019 RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering IJCAI 2019 Structured and Sparse Annotations for Image Emotion Distribution Learning AAAI 2019 Support Localization and the Fisher Metric for off-the-grid Sparse Regularization AISTATS 2019