Johannes Ø. Røyset
- Risk-Adaptive Approaches to Stochastic Optimization: A Survey
2022/12/01 by Johannes Ø. Røyset, Royset, Johannes O. · 4 citations
Decision Sciences · Engineering · #Risk and Portfolio Optimization #Reservoir Engineering and Simulation Methods #Decision-Making and Behavioral Economics
- Consistent Approximations in Composite Optimization
2022/01/13 by Johannes Ø. Røyset, Royset, Johannes O. · 1 citation
Computer Science · Decision Sciences · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Risk and Portfolio Optimization #Stochastic Gradient Optimization Techniques
- Mitigating the Impact of Labeling Errors on Training via Rockafellian Relaxation
2024/05/30 by Louis L. Chen, Bobbie Chern, Chen, Louis L. +7 · 1 citation
Engineering · Medicine · Psychology · #Ergonomics and Human Factors #FOS: Computer and information sciences #Human Resource Development and Performance Evaluation #Machine Learning (cs.LG) #Musculoskeletal pain and rehabilitation
- Rockafellian Relaxation and Stochastic Optimization under Perturbations
2022/04/10 by Johannes Ø. Røyset, Royset, Johannes O., Louis L. Chen +2 · 1 citation
Decision Sciences · Computer Science · #Risk and Portfolio Optimization #Probabilistic and Robust Engineering Design #Stochastic Gradient Optimization Techniques
- Epi-Convergence of Expectation Functions under Varying Measures and Integrands
2022/08/07 by Eugene A. Feinberg, Pavlo O. Kasyanov, Feinberg, Eugene A. +3 · 1 citation
Computer Science · Mathematics · #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Variational Analysis #Point processes and geometric inequalities #Statistical Methods and Inference