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Safe approximations of ambiguous chance constraints using historical data
Yanıkoğlu, İhsan; Hertog, Dirk den - In: INFORMS journal on computing : JOC 25 (2013) 4, pp. 666-681
Persistent link: https://www.econbiz.de/10010203615
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Complexity and approximation results for the balance optimization subset selection model for causal inference in observational studies
Sauppe, Jason J.; Jacobson, Sheldon H.; Sewell, Edward C. - In: INFORMS journal on computing : JOC 26 (2014) 3, pp. 547-566
Persistent link: https://www.econbiz.de/10010399743
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Regression models augmented with direct stochastic gradient estimators
Fu, Michael; Qu, Huashuai - In: INFORMS journal on computing : JOC 26 (2014) 3, pp. 484-499
Persistent link: https://www.econbiz.de/10010399808
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Roundoff-error-free algorithms for solving linear systems via Cholesky and LU factorizations
Escobedo, Adolfo R.; Moreno-Centeno, Erick - In: INFORMS journal on computing : JOC 27 (2015) 4, pp. 677-689
Persistent link: https://www.econbiz.de/10011422662
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Algorithms for generalized clusterwise linear regression
Park, Young Woong; Jiang, Yan; Klabjan, Diego; … - In: INFORMS journal on computing : JOC 29 (2017) 2, pp. 301-317
Persistent link: https://www.econbiz.de/10011691196
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Optimal learning in linear regression with combinatorial feature selection
Han, Bin; Ryzhov, Ilya O.; Defourny, Boris - In: INFORMS journal on computing : JOC 28 (2016) 4, pp. 721-735
Persistent link: https://www.econbiz.de/10011617596
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Piecewise linear function fitting via mixed-integer linear programming
Rebennack, Steffen; Krasko, Vitaliy - In: INFORMS journal on computing : JOC 32 (2020) 2, pp. 507-530
Persistent link: https://www.econbiz.de/10012242802
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Provably near-optimal approximation schemes for implicit stochastic and sample-based dynamic programs
Halman, Nir - In: INFORMS journal on computing : JOC 32 (2020) 4, pp. 1157-1181
Persistent link: https://www.econbiz.de/10012390216
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Stochastic decomposition for two-stage stochastic linear programs with random cost coefficients
Gangammanavar, Harsha; Liu, Yifan; Sen, Suvrajeet - In: INFORMS journal on computing : JOC 33 (2021) 1, pp. 51-71
Persistent link: https://www.econbiz.de/10012496353
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On the derivation of continuous piecewise linear approximating functions
Kong, Lingxun; Maravelias, Christos T. - In: INFORMS journal on computing : JOC 32 (2020) 3, pp. 531-546
Persistent link: https://www.econbiz.de/10012294691