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Mathematical Programming, Volume 167

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Volume 167, Number 1, January 2018

Special Issue: Optimization Models and Algorithms for Data Science

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Panos Parpas, Daniel Ralph, Wolfram Wiesemann:
Special issue: Optimization models and algorithms for data science. 1-3
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  - journals/mp/FangLTZ18
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Ethan X. Fang, Han Liu, Kim-Chuan Toh, Wen-Xin Zhou:
Max-norm optimization for robust matrix recovery. 5-35
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  - journals/mp/BeckPS18
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Amir Beck, Edouard Pauwels, Shoham Sabach:
Primal and dual predicted decrease approximation methods. 37-73
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  - journals/mp/LiWLZ18
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Chris Junchi Li, Mengdi Wang, Han Liu, Tong Zhang:
Near-optimal stochastic approximation for online principal component estimation. 75-97
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  - journals/mp/CombettesSV18
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Patrick L. Combettes, Saverio Salzo, Silvia Villa:
Consistent learning by composite proximal thresholding. 99-127
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  - journals/mp/TaebC18
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Armeen Taeb, Venkat Chandrasekaran:
Interpreting latent variables in factor models via convex optimization. 129-154
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  - journals/mp/CampiG18
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Marco C. Campi, Simone Garatti:
Wait-and-judge scenario optimization. 155-189
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  - journals/mp/EsfahaniSHK18
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Peyman Mohajerin Esfahani, Soroosh Shafieezadeh-Abadeh, Grani Adiwena Hanasusanto, Daniel Kuhn:
Data-driven inverse optimization with imperfect information. 191-234

Volume 167, Number 2, February 2018

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Dimitris Bertsimas, Vishal Gupta, Nathan Kallus:
Data-driven robust optimization. 235-292
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Neil Olver, Rico Zenklusen:
Chain-constrained spanning trees. 293-314
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Annie Raymond, James Saunderson, Mohit Singh, Rekha R. Thomas:
Symmetric sums of squares over k-subset hypercubes. 315-354
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Alexey F. Izmailov, Alexey S. Kurennoy, Mikhail V. Solodov:
Critical solutions of nonlinear equations: local attraction for Newton-type methods. 355-379
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Gennadiy Averkov, Volker Kaibel, Stefan Weltge:
Maximum semidefinite and linear extension complexity of families of polytopes. 381-394
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Dimitris Bertsimas, Angelos Georghiou:
Binary decision rules for multistage adaptive mixed-integer optimization. 395-433
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Minghui Liu, Gábor Pataki:
Exact duals and short certificates of infeasibility and weak infeasibility in conic linear programming. 435-480

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