conftrace_

structured sparsity

89 papers

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Co-occurring keywords

model compression (3302) convex optimization (1321) feature selection (649) dictionary learning (277) sparse optimization (246) neural network pruning (265) large language model (13587) group lasso (64) neural network optimization (1293) weight pruning (57)

Papers

Joint Estimation of Structured Sparsity and Output Structure in Multiple-Output Regression via Inverse-Covariance Regularization AISTATS 2012
Universal Measurement Bounds for Structured Sparse Signal Recovery AISTATS 2012
Structured Sparse Canonical Correlation Analysis AISTATS 2012
On Sparse, Spectral and Other Parameterizations of Binary Probabilistic Models AISTATS 2012
Greedy Algorithms for Structurally Constrained High Dimensional Problems NIPS 2011
Structured sparse coding via lateral inhibition NIPS 2011
Convex and Network Flow Optimization for Structured Sparsity JMLR 2011
Learning with Structured Sparsity JMLR 2011
Network Flow Algorithms for Structured Sparsity NIPS 2010
Structured Sparse Principal Component Analysis AISTATS 2010
A Family of Penalty Functions for Structured Sparsity NIPS 2010
Moreau-Yosida Regularization for Grouped Tree Structure Learning NIPS 2010
Factorized Latent Spaces with Structured Sparsity NIPS 2010
Structured sparsity-inducing norms through submodular functions NIPS 2010