Stefan M. Wild

1. Bayesian optimization under mixed constraints with a slack-variable augmented Lagrangian
   2016/05/31 by Victor Picheny, Picheny, Victor, Robert B. Gramacy +5 · 6 citations
   Computer Science · Engineering · Mathematics · #Advanced Multi-Objective Optimization Algorithms #Advanced Optimization Algorithms Research #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Reservoir Engineering and Simulation Methods
2. Randomized Derivative-Free Optimization of Noisy Convex Functions
   2015/07/13 by Ruobing Chen, Chen, Ruobing, Stefan M. Wild +1 · 3 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
3. Bayesian calibration of viscous anisotropic hydrodynamic simulations of heavy-ion collisions
   2023/02/27 by D. Liyanage, Liyanage, Dananjaya, Özge Sürer +7 · 4 citations
   Decision Sciences · Physics and Astronomy · #FOS: Physical sciences #High-Energy Particle Collisions Research #Nuclear Theory (nucl-th) #Particle physics theoretical and experimental studies #demographic modeling and climate adaptation
4. DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification
   2021/12/28 by Aleksandra Ćiprijanović, Ćiprijanović, Aleksandra, Diana Kafkes +15 · 2 citations
   Mathematics · #Advanced Statistical Methods and Models #Artificial Intelligence (cs.AI) #Astrophysics of Galaxies (astro-ph.GA) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
5. Tuning Multigrid Methods with Robust Optimization and Local Fourier Analysis
   2021/01/01 by Jed Brown, Yunhui He, Scott MacLachlan +2 · 1 voice · 2 citations
   Computer Science · Engineering · Mathematics · #Advanced Numerical Methods in Computational Mathematics #Matrix Theory and Algorithms #Numerical methods for differential equations
6. Extended Fayans energy density functional: optimization and analysis
   2024/02/23 by P.‐G. Reinhard, Jared O’Neal, Reinhard, Paul-Gerhard +5 · 2 citations
   Materials Science · #FOS: Mathematics #FOS: Physical sciences #Machine Learning in Materials Science #Nuclear Theory (nucl-th) #Optimization and Control (math.OC)
7. Direct search for stochastic optimization in random subspaces with zeroth-, first-, and second-order convergence and expected complexity
   2024/03/20 by K. J. Dzahini, Dzahini, K. J., S. M. Wild +2 · 1 citation
   Computer Science · #Metaheuristic Optimization Algorithms Research #math.OC