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Machine learning econometrics : Bayesian algorithms and methods

Korobilis, Dimitris; Pettenuzzo, Davide - 2020

Persistent link: https://www.econbiz.de/10012243263

Machine learning econometrics : Bayesian algorithms and methods

Korobilis, Dimitris; Pettenuzzo, Davide - 2020

Persistent link: https://www.econbiz.de/10012660846

Inference for an algorithmic fairness-accuracy frontier

Liu, Yiqi; Molinari, Francesca - 2025 - This draft: June 13, 2025

literature, such as (i) whether excluding group identity from use in training the algorithm is optimal and (ii) whether there are … less discriminatory alternatives to a given algorithm. In addition, we construct an estimator for the distance between a … given algorithm and the fairest point on the frontier, and characterize its asymptotic distribution. Using Monte Carlo …

Persistent link: https://www.econbiz.de/10015419993

Accelerated MM algorithms for inference of ranking scores from comparison data

Vojnović, Milan; Yun, Se-Young; Zhou, Kaifang - In: Operations research 71 (2023) 4, pp. 1318-1342

Persistent link: https://www.econbiz.de/10014338197

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

A Novel Technique for Privacy Preservation Using K-Anonymization and Nature Inspired Optimization Algorithms

Madan, Suman; Goswami, Puneet - 2019

Thе nеw agе tеchniquеs of cloud computing for procеssing of data is gеnеrally scalablе and sеcurе and to a grеat еxtеnt attracts thе infrastructurе to support big data applications. Howеvеr, thе privacy issuеs posе hindrancе for using thе cloud platforms. Numеrous...

Persistent link: https://www.econbiz.de/10014107295

A derivative-free algorithm for refining numerical microaggregation solutions

Aloise, Daniel; Araújo, Arthur - In: International transactions in operational research : … 22 (2015) 4, pp. 693-712

Persistent link: https://www.econbiz.de/10011403633

Optimal privacy preserving scheme based on modified ANN and PSO in cloud

Amma, N. G. Nageswari; Dhanaseelan, F. Ramesh - In: International journal of enterprise information systems … 15 (2019) 1, pp. 116-134

Persistent link: https://www.econbiz.de/10011996818

Cost-effective privacy preserving of intermediate data using group search optimisation algorithm

Jaikrishna, G.; Rajendran, Sugumar - In: International journal of business information systems : … 35 (2020) 2, pp. 132-151

Persistent link: https://www.econbiz.de/10012312970

A two-stage integer programming model considering transaction equivalence for privacy preservation

Krishnamoorthy, Srikumar - In: Computers & operations research : and their … 148 (2022), pp. 1-14

Persistent link: https://www.econbiz.de/10013483574