conftrace_

group lasso

64 papers

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Also known as

GLASSO

Co-occurring keywords

feature selection (649) convex optimization (1321) variable selection (146) sparse optimization (246) sparse learning (112) model compression (3302) structured sparsity (89) sparse regression (175) sparse regularization (54) high-dimensional regression (142)

Papers

skglm: Improving scikit-learn for Regularized Generalized Linear Models JMLR 2025
Statistical analysis for a penalized EM algorithm in high-dimensional mixture linear regression model JMLR 2024
The Non-Overlapping Statistical Approximation to Overlapping Group Lasso JMLR 2024
Greedy Pruning with Group Lasso Provably Generalizes for Matrix Sensing NIPS 2023
Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning ICML 2023
Approximate Post-Selective Inference for Regression with the Group LASSO JMLR 2023
Fixing the NTK: From Neural Network Linearizations to Exact Convex Programs NIPS 2023
Manifold Coordinates with Physical Meaning JMLR 2022
Functional Linear Regression with Mixed Predictors JMLR 2022
Chunk Dynamic Updating for Group Lasso with ODEs AAAI 2022
Smooth Bilevel Programming for Sparse Regularization NIPS 2021
Non-linear, Sparse Dimensionality Reduction via Path Lasso Penalized Autoencoders JMLR 2021
Pruning Neural Machine Translation for Speed Using Group Lasso EMNLP 2021
Learning to Actively Reduce Memory Requirements for Robot Control Tasks L4DC 2021
A Variational Information Bottleneck Based Method to Compress Sequential Networks for Human Action Recognition WACV 2021
Structured Compression of Deep Neural Networks with Debiased Elastic Group LASSO WACV 2020
High Dimensional Forecasting via Interpretable Vector Autoregression JMLR 2020
Frame-Level Signal-to-Noise Ratio Estimation Using Deep Learning INTERSPEECH 2020
A Novel Spatio-Temporal Multi-Task Approach for the Prediction of Diabetes-Related Complication: a Cardiopathy Case of Study IJCAI 2020
Asymptotic Risk of Bézier Simplex Fitting AAAI 2020
Community-Based Group Graphical Lasso JMLR 2020
RNN Architecture Learning with Sparse Regularization EMNLP 2019
Group LASSO with Asymmetric Structure Estimation for Multi-Task Learning IJCAI 2019
RNN Architecture Learning with Sparse Regularization IJCNLP 2019
First order expansion of convex regularized estimators NIPS 2019