conftrace_

sparse regularization

54 papers

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Co-occurring keywords

convex optimization (1321) multi-task learning (2575) sparse optimization (246) feature selection (649) non-convex optimization (547) group lasso (64) convex relaxation (112) multi-task feature learning (13) bayesian inference (1907) feature learning (1311)

Papers

Fitting ARMA Time Series Models without Identification: A Proximal Approach AISTATS 2024
Discontinuity-preserving Normal Integration with Auxiliary Edges CVPR 2024
Fast Block Coordinate Descent for Non-Convex Group Regularizations AISTATS 2023
Improved Active Multi-Task Representation Learning via Lasso ICML 2023
Sharing Pattern Submodels for Prediction with Missing Values AAAI 2023
Incremental Learning in Diagonal Linear Networks JMLR 2023
Convergent Working Set Algorithm for Lasso with Non-Convex Sparse Regularizers AISTATS 2022
Revisiting Sparse Convolutional Model for Visual Recognition NIPS 2022
Learning With Noisy Labels via Sparse Regularization ICCV 2021
Factorization Machines with Regularization for Sparse Feature Interactions JMLR 2021
Smooth Bilevel Programming for Sparse Regularization NIPS 2021
IGSSTRCF: Importance Guided Sparse Spatio-Temporal Regularized Correlation Filters for Tracking WACV 2021
The Sparse MinMax k-Means Algorithm for High-Dimensional Clustering IJCAI 2020
Statistical control for spatio-temporal MEG/EEG source imaging with desparsified mutli-task Lasso NIPS 2020
Structured and Sparse Annotations for Image Emotion Distribution Learning AAAI 2019
Multiway clustering via tensor block models NIPS 2019
RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series AAAI 2019
Multi-Label Learning with Regularization Enriched Label-Specific Features ACML 2019
RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering IJCAI 2019
RNN Architecture Learning with Sparse Regularization EMNLP 2019
CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis EMNLP 2019
Support Localization and the Fisher Metric for off-the-grid Sparse Regularization AISTATS 2019
The Impact of Regularization on High-dimensional Logistic Regression NIPS 2019
RNN Architecture Learning with Sparse Regularization IJCNLP 2019
Discovering Phonesthemes with Sparse Regularization NAACL 2018