Jun 23: Paper “Data Farming Simulation Optimization Solver Parameters” with Eckman and Sanchez submitted.
Research News
There are 30 posts filed in Research News (this is page 2 of 2).
Jun 23: The group presented two talks at the 1st INFORMS Conference on Quality, Statistics, and Reliability:
- “Simulation Optimization with Stratified Adaptive Sampling Wind Energy Calibration Case Study” with Jain and Byon.
- “Stratified Sampling for Stochastic Computer Models with Multivariate Inputs” with Byon, Park, and Ko.
May 23: Paper “Iteration Complexity and Finite-Time Efficiency of Adaptive Sampling Trust-Region Methods for Stochastic Derivative-Free Optimization” is submitted and accessible on arxiv.
Apr 23: Two papers by Shashaani and co-authors Eckman and Henderson published in Vol. 35, No. 2 of INFORMS Journal of Computing
Apr 23: Paper “Predicting Additive Manufacturing Defects with Robust Feature Selection for Imbalanced Data” accepted for publication in IISE Transactions.
Nov 2022: Paper “Diagnostic Tools for Evaluating and Comparing Simulation-Optimization Algorithms” co-authored by Shashaani accepted in INFORMS Journal on Computing.
Oct 2022: New paper “Monte Carlo based Machine Learning” accepted for the proceedings of the 2022 International Conference on Operations Research.
July 2022: Robust prediction error estimation for machine learning with Monte Carlo by Vahdat and Shashaani is now on arxiv.
July 2022: Shashaani wins the AAUW 2022 Research Publication Grants in Engineering, Medicine and Science. Founded in 1881, AAUW is one of the world’s largest sources of funding for graduate women, due to the generosity and legacy of generations of AAUW members. These prestigious awards are highly competitive and selective. The grant will financially support the research group in achieving its academic and professional goals.
April 2022: Accepted for publication in Journal of Optimization and Engineering – “Improved Feature Selection with Simulation Optimization” with Vahdat. Available online: View and download PDF