frank-wolfe algorithm
Primal-DualBlockGeneralized Frank-Wolfe
We propose a generalized variant of Frank-Wolfe algorithm for solving a class ofsparse/low-rank optimization problems.
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Scaling Up Differentially Private LASSO Regularized Logistic Regression via Faster Frank-Wolfe Iterations
Note that lower values of ϵ and δ correspond to stronger privacy.
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Global Identifiability of ℓ 1-based Dictionary Learning via Matrix Volume Optimization
On the theory side, most of the existing works have focused on algorithm design.
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Global Identifiability of ℓ 1-based Dictionary Learning via Matrix Volume Optimization
On the theory side, most of the existing works have focused on algorithm design.
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