1.
Convergence rate analysis of proximal iteratively reweighted 1 met..
[1058]
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2.
Decentralized Approximate Newton Methods for Convex Optimization o..
[1031]
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3.
Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterati..
[864]
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4.
Inexact primal–dual gradient projection methods for nonlinear opt..
[851]
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5.
LAYER-WISE DEEP NEURAL NETWORK PRUNING VIA ITERATIVELY REWEIGHTED ..
[821]
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6.
Super-Resolution Coding Defense Against Adversarial Examples
[818]
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7.
Deep Learning Tasks Processing in Fog-RAN
[763]
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8.
Generalized Low-Rank Matrix Completion via Nonconvex Schatten p-No..
[739]
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9.
L-2-Box Optimization for Green Cloud-RAN via Network Adaptation
[722]
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10.
Topological Interference Alignment via Generalized Low-Rank Optimi..
[719]
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11.
Utilizing Amari-Alpha Divergence to Stabilize the Training of Gene..
[639]
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12.
An inexact first-order method for constrained nonlinear optimizati..
[612]
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13.
An Approximately-Zero-Gradient-Sum Algorithm for Consensus Optimiz..
[567]
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14.
Parameter-Free l(p)-Box Decoding of LDPC Codes
[513]
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15.
A Proximal Iteratively Reweighted Approach for Efficient Network S..
[477]
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16.
Robust Linear Beamforming in Wireless Sensor Networks
[457]
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17.
Linking the norm difference regularization and fractional regulari..
[403]
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18.
Sparse Optimization for Green Edge AI Inference
[357]
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19.
Joint Sensor Selection, Beamforming and Phase Control in Reconfigu..
[318]
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20.
An Adaptive Second-order Method for a Class of Nonconvex Nonsmooth..
[304]
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21.
Towards An Efficient Approach for the Nonconvex Lp Ball Projection..
[296]
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22.
CVaR-cardinality enhanced indexation optimization with tunable sho..
[292]
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23.
Relating l(p) regularization and reweighted l(1) regularization
[273]
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24.
An extrapolated iteratively reweighted l(1) method with complexity..
[271]
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25.
Efficient Low-rank Identification via Accelerated Iteratively Rewe..
[263]
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26.
Inexact sequential quadratic optimization with penalty parameter u..
[257]
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27.
A Hybrid First-Order Method for Nonconvex ep-Ball Const..
[254]
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28.
Kurdyka-L ojasiewicz exponent via Hadamard parametrization
[253]
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29.
Projections onto the Intersection of a One-Norm Ball or Sphere and..
[243]
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30.
Avoiding strict saddle points of nonconvex regularized problems
[242]
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31.
A Screening Strategy for Structured Optimization Involving Nonconv..
[222]
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32.
Avoiding strict saddle points of nonconvex regularized problems
[222]
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33.
Anderson Acceleration in Nonsmooth Problems: Local Convergence via..
[220]
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34.
稀疏优化模型及其正则化方法
[213]
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35.
Constrained Optimization Involving Nonconvex Lp..
[212]
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36.
Towards an efficient approach for the nonconvex lp-ball..
[205]
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37.
An Iteratively Reweighted Method for Sparse Optimization on Noncon..
[189]
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38.
Towards Convexity in Anomaly Detection: A New Formulation of SSLM ..
[160]
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39.
Convergence Rate Analysis of Proximal Iteratively Reweighted l
[141]
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40.
Efficient Active Manifold Identification via Accelerated Iterative..
[137]
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41.
An adaptive stochastic linearized augmented Lagrangian method for ..
[64]
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42.
KURDYKA-LOJASIEWICZ EXPONENT VIA HADAMARD PARAMETRIZATION
[63]
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43.
A Momentum-Based Linearized Augmented Lagrangian Method for Noncon..
[63]
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44.
Alternating Subspace Newton and Iteratively Reweighted $\ell_1$ Al..
[6]
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