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IEEE Transactions on Power Systems, ISSN 0885-8950, 03/2017, Volume 32, Issue 2, pp. 1451 - 1462
Although electric vehicles are considered a viable solution to reduce greenhouse gas emissions, their uncoordinated charging could have adverse effects on... 
Protocols | Frank–Wolfe algorithm | Pricing | Charging stations | Electric vehicles | Numerical models | linearized distribution flow model | Alternating direction method of multipliers (ADMM) | Frank-Wolfe algorithm | DEMAND | ALGORITHM | MODEL | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
IEEE Transactions on Information Theory, ISSN 0018-9448, 11/2019, Volume 65, Issue 11, pp. 7407 - 7414
Journal Article
Neurocomputing, ISSN 0925-2312, 12/2018, Volume 320, pp. 47 - 59
This work proposes a new algorithm for training a re-weighted ℓ2 Support Vector Machine (SVM), inspired on the re-weighted Lasso algorithm of Candès et al. and... 
Sparsity | Support Vector Machines | Lasso | Frank–Wolfe | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Frank-Wolfe | Electrical engineering | Algorithms | Mathematical optimization | Analysis
Journal Article
SIAM Journal on Optimization, ISSN 1052-6234, 2018, Volume 28, Issue 2, pp. 1312 - 1336
We present a new primal-dual algorithm for computing the value of the Lagrangian dual of a stochastic mixed-integer program (SMIP) formed by relaxing its... 
Frank–Wolfe method | Lagrangian duality | Progressive hedging | Mixed-integer stochastic programming | MATHEMATICS, APPLIED | Frank-Wolfe method | progressive hedging | ALGORITHM | UNCERTAINTY | DECOMPOSITION | ATTACK | OPTIMIZATION | MODEL | mixed-integer stochastic programming
Journal Article
MATHEMATICS OF OPERATIONS RESEARCH, ISSN 0364-765X, 2/2019, Volume 44, Issue 1, pp. 1 - 18
It is well known that the gradient descent algorithm converges linearly when applied to a strongly convex function with Lipschitz gradient. In this case, the... 
polytope conditioning | linear convergence | Frank–Wolfe | MATHEMATICS, APPLIED | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | Frank-Wolfe | Polytopes | Convergence (Mathematics) | Convex functions | Algorithms | Research | Mathematical research
Journal Article
JOURNAL OF MACHINE LEARNING RESEARCH, ISSN 1532-4435, 2019, Volume 20
The automation of posterior inference in Bayesian data analysis has enabled experts and nonexperts alike to use more sophisticated models, engage in faster... 
scalable | automated | Frank-Wolfe | coreset | Bayesian inference | Hilbert | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
OPERATIONS RESEARCH, ISSN 0030-364X, 7/2019, Volume 67, Issue 4, pp. 1120 - 1134
In “Mass Customization and ‘Forecasting Options' Penetration Rates Problem,’” Fattahi et al. study a new problem motivated by a large auto manufacturer that... 
probabilistic satisfiability | supply chain | mass customization | forecasting | Frank–Wolfe | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | MANAGEMENT | PRODUCT | Frank-Wolfe | CONFIGURATION | SYSTEMS | OPTIMIZATION | Inventory control | Transportation equipment industry | Customer service | Analysis | Pricing
Journal Article
OPERATIONS RESEARCH, ISSN 0030-364X, 7/2019, Volume 67, Issue 4, pp. 1106 - 1119
In “The Weighted Nonnegative Least-Squares Problem with Implicitly Characterized Points,” A. Fattahi, S. Dasu, and R. Ahmadi study a new variation of... 
nonnegative least-squares | high-dimensional analytics | high-dimensional statistics | Frank–Wolfe | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | MANAGEMENT | Frank-Wolfe | Transportation equipment industry | Algorithms | Analysis | Machine learning
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 04/2018, Volume 95, pp. 14 - 31
•A regularized multi-label quadratic programming feature selection model is presented.•Efficient Frank–Wolfe method is applied to optimize this mode.•A... 
Frank–Wolfe method | Feature selection | Quadratic programming | Multi-label classification | Regularization | Hybrid expert systems | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | MUTUAL INFORMATION | Frank-Wolfe method | RELIEFF | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Pattern Recognition, ISSN 0031-3203, 03/2013, Volume 46, Issue 3, pp. 885 - 898
Journal Article
Information Sciences, ISSN 0020-0255, 11/2014, Volume 285, Issue 1, pp. 66 - 99
Journal Article
Pattern Recognition, ISSN 0031-3203, 07/2014, Volume 47, Issue 7, pp. 2542 - 2557
Journal Article
Discrete Applied Mathematics, ISSN 0166-218X, 03/2019, Volume 256, pp. 59 - 82
Journal Article
JOURNAL OF MACHINE LEARNING RESEARCH, ISSN 1532-4435, 2019, Volume 20, pp. 1 - 42
Conditional gradient algorithms (also often called Frank-Wolfe algorithms) are popular due to their simplicity of only requiring a linear optimization oracle... 
linear optimization oracle | convex optimization | conditional gradient | Frank-Wolfe algorithm | caching | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 01/2015, Volume 15, pp. 3513 - 3540
Journal Article
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