AMINI, Sasan

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Full Name
AMINI, Sasan
Email
sasan.amini@uhasselt.be
 
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Publications

Results 1-14 of 14 (Search time: 0.001 seconds).

Issue DateTitleContributor(s)TypeCat.
12026Constrained Bayesian optimization with barrier functions: Impact of heteroscedastic noise on the search and identification phasesAMINI, SasanJournal ContributionA2
22026Sustainable Hyperparameter OptimizationAMINI, Sasan; Bliek, LaurensConference MaterialC2
32025Bayesian Optimization with Improved Tree-structured Parzen EstimatorCHALOTRA, Vipul; VAN NIEUWENHUYSE, Inneke; AMINI, SasanConference MaterialC2
42025Constrained Bayesian Optimization: A ReviewAMINI, Sasan; VAN NIEUWENHUYSE, Inneke; MORALES HERNANDEZ, AlejandroJournal ContributionA1
52025Trucks Allocation in Logistics Service Providers' Depots within a Synchromodal Transport Network: A Bayesian Optimization ApproachAlaei, Shafagh; AMINI, Sasan; Mommens, KoenConference MaterialC2
62025Decision Maker Preferences in Surrogate-based Multi-Objective Optimization: A SurveyAMINI, Sasan; Candelieri, Antonio; VAN NIEUWENHUYSE, InnekeConference MaterialC2
72025A tutorial on kriging-based stochastic simulation optimizationAMINI, Sasan; VAN NIEUWENHUYSE, InnekeProceedings PaperC1
82024Constrained Bayesian Optimization with Barrier Functions; Impact of heteroscedastic noise on the search and identification phasesAMINI, SasanTheses and DissertationsT1
92023Bayesian Design Optimization of Parallel Electric DrivetrainAMINI, Sasan; VAN NIEUWENHUYSE, InnekeConference MaterialC2
102023Subset selection for noisy blackbox optimization, using Gaussian processesAMINI, Sasan; VAN NIEUWENHUYSE, InnekeProceedings PaperC2
112023A Bayesian Optimization Algorithm for Constrained Simulation Optimization Problems with Heteroscedastic NoiseAMINI, Sasan; VAN NIEUWENHUYSE, InnekeProceedings PaperC1
122022A Bayesian optimization algorithm for constrained problems with heteroscedastic noiseAMINI, Sasan; VAN NIEUWENHUYSE, InnekeConference MaterialC2
132022Subset selection of optimal solutions in settings with noisy outcomes, using Gaussian processesAMINI, Sasan; VAN NIEUWENHUYSE, InnekeConference MaterialC2
142022Using Bayesian optimization to solve constrained simulation Optimization problemsAMINI, Sasan; VAN NIEUWENHUYSE, InnekeConference MaterialC2